correlation_analysis.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import os\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import datetime\n",
    "from datetime import timedelta\n",
    "from scipy.stats import pearsonr\n",
    "from sklearn.manifold import TSNE\n",
    "from sklearn.ensemble import GradientBoostingRegressor\n",
    "from sklearn.model_selection import LeavePGroupsOut\n",
    "from sklearn.metrics import mean_squared_error, r2_score\n",
    "from sklearn import metrics\n",
    "import seaborn as sns\n",
    "from StudentLife import get_data\n",
    "\n",
    "# display all columns and rows\n",
    "pd.set_option('display.max_colwidth',-1)\n",
    "pd.set_option('display.max_columns', None)\n",
    "pd.set_option('display.max_rows', None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "NUM_DAYS_USED = 14\n",
    "NUM_DAYS_BLOCKED = 1 # blocking the current ema day\n",
    "\n",
    "behavior_names = [\n",
    "                  'calllog',\n",
    "                  'sms_in',\n",
    "                  'sms_out',\n",
    "                  'unlock',\n",
    "                  'conver',\n",
    "                  'sleep',\n",
    "                  'act_invehicle',\n",
    "                  'act_onbike',\n",
    "                  'act_onfoot',\n",
    "                  'act_still',\n",
    "                  'act_tilting',\n",
    "                  'act_unknown',\n",
    "                  'light',\n",
    "                  'audio_amp',\n",
    "                  'audio_noise',\n",
    "                  'audio_silence',\n",
    "                  'audio_voice'                  \n",
    "                 ]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# add previous ema"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "num of ema:  5027\n",
      "num of columns:  118\n"
     ]
    }
   ],
   "source": [
    "ema = pd.read_csv('table_ema_'+str(NUM_DAYS_USED)+'_'+str(NUM_DAYS_BLOCKED)+'.csv')\n",
    "ema = ema.drop(['Unnamed: 0'], axis=1)\n",
    "ema['day'] = pd.to_datetime(ema['day'])\n",
    "print('num of ema: ', len(ema))\n",
    "print('num of columns: ', len(ema.columns))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "70\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/homes/gws/joyhe/.local/lib/python3.6/site-packages/ipykernel_launcher.py:93: FutureWarning: Sorting because non-concatenation axis is not aligned. A future version\n",
      "of pandas will change to not sort by default.\n",
      "\n",
      "To accept the future behavior, pass 'sort=False'.\n",
      "\n",
      "To retain the current behavior and silence the warning, pass 'sort=True'.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# use previous ema exactly \"NUM_DAY_MINUS\" days ago\n",
    "# change the commented out line of code to replace nan with mean\n",
    "NUM_DAY_MINUS = 7\n",
    "EMA_ITEM = 'ema_score'\n",
    "users = [\n",
    "'u004_rct@eureka',\n",
    "'u005_rct@eureka',\n",
    "'u006_rct@eureka',\n",
    "'u007_rct@eureka',\n",
    "'u008_rct@eureka',\n",
    "'u009_rct@eureka',\n",
    "'u010_rct@eureka',\n",
    "'u011_rct@eureka',\n",
    "'u012_rct@eureka',\n",
    "'u013_rct@eureka',\n",
    "'u014_rct@eureka',\n",
    "'u015_rct@eureka',\n",
    "'u016_rct@eureka',\n",
    "'u017_rct@eureka',\n",
    "'u018_rct@eureka',\n",
    "'u019_rct@eureka',\n",
    "'u020_rct@eureka',\n",
    "'u021_rct@eureka',\n",
    "'u022_rct@eureka',\n",
    "'u023_rct@eureka',\n",
    "'u024_rct@eureka',\n",
    "'u025_rct@eureka',\n",
    "'u026_rct@eureka',\n",
    "'u027_rct@eureka',\n",
    "'u028_rct@eureka',\n",
    "'u029_rct@eureka',\n",
    "'u030_rct@eureka',\n",
    "'u031_rct@eureka',\n",
    "'u032_rct@eureka',\n",
    "'u033_rct@eureka',\n",
    "'u034_rct@eureka',\n",
    "'u035_rct@eureka',\n",
    "'u036_rct@eureka',\n",
    "'u037_rct@eureka',\n",
    "'u038_rct@eureka',\n",
    "'u039_rct@eureka',\n",
    "'u040_rct@eureka',\n",
    "'u041_rct@eureka',\n",
    "'u042_rct@eureka',\n",
    "'u043_rct@eureka',\n",
    "'u044_rct@eureka',\n",
    "'u045_rct@eureka',\n",
    "'u046_rct@eureka',\n",
    "'u047_rct@eureka',\n",
    "'u048_rct@eureka',\n",
    "'u049_rct@eureka',\n",
    "'u050_rct@eureka',\n",
    "'u051_rct@eureka',\n",
    "'u052_rct@eureka',\n",
    "'u053_rct@eureka',\n",
    "'u054_rct@eureka',\n",
    "'u055_rct@eureka',\n",
    "'u056_rct@eureka',\n",
    "'u057_rct@eureka',\n",
    "'u058_rct@eureka',\n",
    "'u059_rct@eureka',\n",
    "'u060_rct@eureka',\n",
    "'u061_rct@eureka',\n",
    "'u062_rct@eureka',\n",
    "'u063_rct@eureka',\n",
    "'u064_rct@eureka',\n",
    "'u065_rct@eureka',\n",
    "'u066_rct@eureka',\n",
    "'u067_rct@eureka',\n",
    "'u068_rct@eureka',\n",
    "'u069_rct@eureka',\n",
    "'u070_rct@eureka',\n",
    "'u071_rct@eureka',\n",
    "'u072_rct@eureka',\n",
    "'u073_rct@eureka',\n",
    "]\n",
    "print(len(users))\n",
    "new_ema = pd.DataFrame()\n",
    "for user in users:\n",
    "    ema_user = ema.loc[ema.eureka_id == user[0:4]]\n",
    "    ema_user = ema_user.set_index('day')\n",
    "    days_index = ema_user.index\n",
    "    previous_ema_items = []\n",
    "    for day in days_index:\n",
    "        previous_day = day - timedelta(days=NUM_DAY_MINUS)\n",
    "        if previous_day in ema_user.index:\n",
    "            previous_ema_items.append(ema_user.loc[previous_day][EMA_ITEM])\n",
    "        else:\n",
    "            previous_ema_items.append(float('nan'))\n",
    "#             previous_ema_items.append(ema['ema_score'].mean())\n",
    "    ema_user['prev_' + EMA_ITEM] = previous_ema_items\n",
    "    ema_user = ema_user.reset_index()\n",
    "    new_ema = pd.concat([new_ema, ema_user])\n",
    "new_ema = new_ema.drop(['index'], axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [],
   "source": [
    "new_ema.to_csv(r'table_ema_'+str(NUM_DAYS_USED)+'_'+str(NUM_DAYS_BLOCKED)+'_prev'+str(NUM_DAY_MINUS)+'.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_filtered_ema_from_table(NUM_GOOD_DAYS_REQUIRED, current_ema):\n",
    "    '''\n",
    "    only keeps ema data with strictly more than \"NUM_GOOD_DAYS_REQUIRED\" days of behavioral data \n",
    "    for all activities\n",
    "    '''\n",
    "    table0 = current_ema\n",
    "    table0_filtered = table0.loc[table0.calllog_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.sms_in_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.sms_out_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.unlock_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.conver_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.sleep_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.act_invehicle_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.act_onbike_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.act_onfoot_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.act_still_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.act_tilting_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.act_unknown_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.light_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.audio_amp_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.audio_noise_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.audio_silence_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    table0_filtered = table0_filtered.loc[table0_filtered.audio_voice_num_good_days >= NUM_GOOD_DAYS_REQUIRED]\n",
    "    new_ema = table0_filtered\n",
    "    return new_ema"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "779"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "FILE = 'table_ema_'+str(NUM_DAYS_USED)+'_'+str(NUM_DAYS_BLOCKED)+'_prev'+str(NUM_DAY_MINUS)+'.csv'\n",
    "ema = pd.read_csv(FILE)\n",
    "if 'Unnamed: 0' in ema.columns:\n",
    "    ema = ema.drop(['Unnamed: 0'], axis=1)\n",
    "ema = get_filtered_ema_from_table(7, ema)\n",
    "len(ema)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "users included: 14\n",
      "population mean is: -7.696107784431137\n",
      "ema before drop nan 668\n",
      "ema before drop nan 655\n"
     ]
    }
   ],
   "source": [
    "EMA_ITEM = 'ema_score' # what we are predicting\n",
    "NUM_TEST_PER_USER = 10\n",
    "\n",
    "ema['day'] = pd.to_datetime(ema['day'])\n",
    "ema = ema.set_index('day')\n",
    "ema = ema.sort_index()\n",
    "ema = ema.reset_index()\n",
    "ema_counts = ema.groupby('eureka_id').count()\n",
    "MIN_USER_DATA = 25\n",
    "ema_counts = ema_counts.loc[ema_counts.day > MIN_USER_DATA]\n",
    "valid_users = ema_counts.index\n",
    "all_users = ema['eureka_id'].drop_duplicates()\n",
    "ema = ema.set_index('eureka_id')\n",
    "for u in all_users:\n",
    "    if u not in valid_users:\n",
    "        ema = ema.drop(u)\n",
    "ema = ema.reset_index()\n",
    "print('users included:',len(ema.groupby('eureka_id').count()))\n",
    "POPULATION_MEAN = ema[EMA_ITEM].mean()\n",
    "print('population mean is:', POPULATION_MEAN)\n",
    "\n",
    "print('ema before drop nan', len(ema))\n",
    "ema = ema.dropna(subset=['prev_' + EMA_ITEM])\n",
    "print('ema before drop nan', len(ema))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Correlations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "655\n",
      "users included: 14\n"
     ]
    }
   ],
   "source": [
    "filtered_ema = get_filtered_ema_from_table(7, ema)\n",
    "print(len(filtered_ema))\n",
    "print('users included:',len(filtered_ema.groupby('eureka_id').count()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "corr_table = ema.corr(method ='pearson') \n",
    "row_index = [r for r in corr_table.index if \"ema\" in r]\n",
    "col_index = [c for c in corr_table.columns if 'ema' not in c]\n",
    "corr_table_small = corr_table.loc[row_index, col_index]\n",
    "p_table = get_data.get_p_values(ema)\n",
    "p_table_small = p_table.loc[row_index, col_index]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## correlations between stability index and ema "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>diff</th>\n",
       "      <th>mean</th>\n",
       "      <th>std</th>\n",
       "      <th>p_diff</th>\n",
       "      <th>p_mean</th>\n",
       "      <th>p_std</th>\n",
       "      <th>ema_item</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>0.393254</td>\n",
       "      <td>0.438417</td>\n",
       "      <td>0.218021</td>\n",
       "      <td>1.184982e-25</td>\n",
       "      <td>3.826472e-32</td>\n",
       "      <td>1.729414e-08</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>0.276026</td>\n",
       "      <td>0.282148</td>\n",
       "      <td>0.273239</td>\n",
       "      <td>6.432375e-13</td>\n",
       "      <td>1.877847e-13</td>\n",
       "      <td>1.115218e-12</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>0.275536</td>\n",
       "      <td>0.295361</td>\n",
       "      <td>0.271106</td>\n",
       "      <td>7.088203e-13</td>\n",
       "      <td>1.185818e-14</td>\n",
       "      <td>1.692229e-12</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>0.194902</td>\n",
       "      <td>-0.025735</td>\n",
       "      <td>0.146164</td>\n",
       "      <td>4.985427e-07</td>\n",
       "      <td>5.108636e-01</td>\n",
       "      <td>1.741670e-04</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>0.194105</td>\n",
       "      <td>0.295361</td>\n",
       "      <td>0.271106</td>\n",
       "      <td>5.559770e-07</td>\n",
       "      <td>1.185818e-14</td>\n",
       "      <td>1.692229e-12</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>0.193023</td>\n",
       "      <td>0.023656</td>\n",
       "      <td>0.159291</td>\n",
       "      <td>6.441859e-07</td>\n",
       "      <td>5.456055e-01</td>\n",
       "      <td>4.219537e-05</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>0.192475</td>\n",
       "      <td>0.153333</td>\n",
       "      <td>0.224551</td>\n",
       "      <td>6.938885e-07</td>\n",
       "      <td>8.145646e-05</td>\n",
       "      <td>6.235704e-09</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>0.162157</td>\n",
       "      <td>0.438417</td>\n",
       "      <td>0.218021</td>\n",
       "      <td>3.048933e-05</td>\n",
       "      <td>3.826472e-32</td>\n",
       "      <td>1.729414e-08</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>0.148711</td>\n",
       "      <td>0.139176</td>\n",
       "      <td>0.055757</td>\n",
       "      <td>1.334753e-04</td>\n",
       "      <td>3.535645e-04</td>\n",
       "      <td>1.540486e-01</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>0.119935</td>\n",
       "      <td>0.282148</td>\n",
       "      <td>0.273239</td>\n",
       "      <td>2.106909e-03</td>\n",
       "      <td>1.877847e-13</td>\n",
       "      <td>1.115218e-12</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>0.109149</td>\n",
       "      <td>0.078209</td>\n",
       "      <td>0.144368</td>\n",
       "      <td>5.166444e-03</td>\n",
       "      <td>4.540849e-02</td>\n",
       "      <td>2.095846e-04</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>0.089696</td>\n",
       "      <td>0.143407</td>\n",
       "      <td>0.147462</td>\n",
       "      <td>2.168517e-02</td>\n",
       "      <td>2.311733e-04</td>\n",
       "      <td>1.521687e-04</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>0.083309</td>\n",
       "      <td>0.060660</td>\n",
       "      <td>0.079461</td>\n",
       "      <td>3.302677e-02</td>\n",
       "      <td>1.209150e-01</td>\n",
       "      <td>4.205560e-02</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.070118</td>\n",
       "      <td>0.079210</td>\n",
       "      <td>-0.065391</td>\n",
       "      <td>7.292301e-02</td>\n",
       "      <td>4.271043e-02</td>\n",
       "      <td>9.449374e-02</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>0.059853</td>\n",
       "      <td>0.139176</td>\n",
       "      <td>0.055757</td>\n",
       "      <td>1.259497e-01</td>\n",
       "      <td>3.535645e-04</td>\n",
       "      <td>1.540486e-01</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>0.058396</td>\n",
       "      <td>0.060660</td>\n",
       "      <td>0.079461</td>\n",
       "      <td>1.354499e-01</td>\n",
       "      <td>1.209150e-01</td>\n",
       "      <td>4.205560e-02</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.045865</td>\n",
       "      <td>0.020403</td>\n",
       "      <td>-0.097658</td>\n",
       "      <td>2.411151e-01</td>\n",
       "      <td>6.022051e-01</td>\n",
       "      <td>1.239962e-02</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.044184</td>\n",
       "      <td>-0.236555</td>\n",
       "      <td>-0.103967</td>\n",
       "      <td>2.588178e-01</td>\n",
       "      <td>8.799275e-10</td>\n",
       "      <td>7.745907e-03</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>0.034466</td>\n",
       "      <td>0.079210</td>\n",
       "      <td>-0.065391</td>\n",
       "      <td>3.785018e-01</td>\n",
       "      <td>4.271043e-02</td>\n",
       "      <td>9.449374e-02</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.031593</td>\n",
       "      <td>-0.105313</td>\n",
       "      <td>-0.021554</td>\n",
       "      <td>4.195417e-01</td>\n",
       "      <td>6.983524e-03</td>\n",
       "      <td>5.818732e-01</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.028212</td>\n",
       "      <td>0.153333</td>\n",
       "      <td>0.224551</td>\n",
       "      <td>4.710393e-01</td>\n",
       "      <td>8.145646e-05</td>\n",
       "      <td>6.235704e-09</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.025475</td>\n",
       "      <td>0.044200</td>\n",
       "      <td>0.133937</td>\n",
       "      <td>5.151426e-01</td>\n",
       "      <td>2.586408e-01</td>\n",
       "      <td>5.886288e-04</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>-0.003524</td>\n",
       "      <td>0.020403</td>\n",
       "      <td>-0.097658</td>\n",
       "      <td>9.282812e-01</td>\n",
       "      <td>6.022051e-01</td>\n",
       "      <td>1.239962e-02</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.014204</td>\n",
       "      <td>-0.236555</td>\n",
       "      <td>-0.103967</td>\n",
       "      <td>7.167273e-01</td>\n",
       "      <td>8.799275e-10</td>\n",
       "      <td>7.745907e-03</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.017501</td>\n",
       "      <td>0.044200</td>\n",
       "      <td>0.133937</td>\n",
       "      <td>6.548098e-01</td>\n",
       "      <td>2.586408e-01</td>\n",
       "      <td>5.886288e-04</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>-0.020259</td>\n",
       "      <td>-0.004282</td>\n",
       "      <td>0.002449</td>\n",
       "      <td>6.047660e-01</td>\n",
       "      <td>9.128962e-01</td>\n",
       "      <td>9.501169e-01</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>-0.022734</td>\n",
       "      <td>-0.105313</td>\n",
       "      <td>-0.021554</td>\n",
       "      <td>5.613809e-01</td>\n",
       "      <td>6.983524e-03</td>\n",
       "      <td>5.818732e-01</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>-0.065985</td>\n",
       "      <td>-0.004282</td>\n",
       "      <td>0.002449</td>\n",
       "      <td>9.153341e-02</td>\n",
       "      <td>9.128962e-01</td>\n",
       "      <td>9.501169e-01</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>-0.068779</td>\n",
       "      <td>0.143407</td>\n",
       "      <td>0.147462</td>\n",
       "      <td>7.857882e-02</td>\n",
       "      <td>2.311733e-04</td>\n",
       "      <td>1.521687e-04</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>-0.075421</td>\n",
       "      <td>-0.161421</td>\n",
       "      <td>-0.032006</td>\n",
       "      <td>5.369357e-02</td>\n",
       "      <td>3.316076e-05</td>\n",
       "      <td>4.134921e-01</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>-0.084524</td>\n",
       "      <td>-0.161421</td>\n",
       "      <td>-0.032006</td>\n",
       "      <td>3.054486e-02</td>\n",
       "      <td>3.316076e-05</td>\n",
       "      <td>4.134921e-01</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>-0.126624</td>\n",
       "      <td>0.023656</td>\n",
       "      <td>0.159291</td>\n",
       "      <td>1.163892e-03</td>\n",
       "      <td>5.456055e-01</td>\n",
       "      <td>4.219537e-05</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>-0.129222</td>\n",
       "      <td>-0.025735</td>\n",
       "      <td>0.146164</td>\n",
       "      <td>9.172008e-04</td>\n",
       "      <td>5.108636e-01</td>\n",
       "      <td>1.741670e-04</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>-0.256357</td>\n",
       "      <td>0.078209</td>\n",
       "      <td>0.144368</td>\n",
       "      <td>2.738074e-11</td>\n",
       "      <td>4.540849e-02</td>\n",
       "      <td>2.095846e-04</td>\n",
       "      <td>ema_CALM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>0.204741</td>\n",
       "      <td>-0.123835</td>\n",
       "      <td>-0.146746</td>\n",
       "      <td>1.250162e-07</td>\n",
       "      <td>1.495876e-03</td>\n",
       "      <td>1.639600e-04</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.203622</td>\n",
       "      <td>0.332182</td>\n",
       "      <td>-0.010605</td>\n",
       "      <td>1.468259e-07</td>\n",
       "      <td>2.446905e-18</td>\n",
       "      <td>7.864745e-01</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.195864</td>\n",
       "      <td>-0.117200</td>\n",
       "      <td>-0.186398</td>\n",
       "      <td>4.367753e-07</td>\n",
       "      <td>2.663387e-03</td>\n",
       "      <td>1.558863e-06</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>0.166611</td>\n",
       "      <td>-0.038782</td>\n",
       "      <td>0.002322</td>\n",
       "      <td>1.819941e-05</td>\n",
       "      <td>3.216787e-01</td>\n",
       "      <td>9.526997e-01</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.134082</td>\n",
       "      <td>0.064988</td>\n",
       "      <td>-0.081934</td>\n",
       "      <td>5.805355e-04</td>\n",
       "      <td>9.654913e-02</td>\n",
       "      <td>3.604234e-02</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>0.129045</td>\n",
       "      <td>-0.150317</td>\n",
       "      <td>-0.157173</td>\n",
       "      <td>9.323506e-04</td>\n",
       "      <td>1.126147e-04</td>\n",
       "      <td>5.345655e-05</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>0.116874</td>\n",
       "      <td>0.218889</td>\n",
       "      <td>0.069614</td>\n",
       "      <td>2.738012e-03</td>\n",
       "      <td>1.512881e-08</td>\n",
       "      <td>7.501349e-02</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>0.100679</td>\n",
       "      <td>-0.160811</td>\n",
       "      <td>-0.137722</td>\n",
       "      <td>9.928702e-03</td>\n",
       "      <td>3.554041e-05</td>\n",
       "      <td>4.080176e-04</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>0.096925</td>\n",
       "      <td>0.218889</td>\n",
       "      <td>0.069614</td>\n",
       "      <td>1.307565e-02</td>\n",
       "      <td>1.512881e-08</td>\n",
       "      <td>7.501349e-02</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.088040</td>\n",
       "      <td>-0.114061</td>\n",
       "      <td>-0.011496</td>\n",
       "      <td>2.424095e-02</td>\n",
       "      <td>3.465430e-03</td>\n",
       "      <td>7.690196e-01</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.085994</td>\n",
       "      <td>-0.057962</td>\n",
       "      <td>0.042378</td>\n",
       "      <td>2.775554e-02</td>\n",
       "      <td>1.383850e-01</td>\n",
       "      <td>2.788135e-01</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>0.078555</td>\n",
       "      <td>0.026349</td>\n",
       "      <td>-0.021773</td>\n",
       "      <td>4.446184e-02</td>\n",
       "      <td>5.008418e-01</td>\n",
       "      <td>5.780492e-01</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>0.049287</td>\n",
       "      <td>-0.018274</td>\n",
       "      <td>-0.077625</td>\n",
       "      <td>2.077583e-01</td>\n",
       "      <td>6.406168e-01</td>\n",
       "      <td>4.704849e-02</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.042127</td>\n",
       "      <td>-0.179625</td>\n",
       "      <td>-0.154678</td>\n",
       "      <td>2.816728e-01</td>\n",
       "      <td>3.727249e-06</td>\n",
       "      <td>7.036407e-05</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>0.035322</td>\n",
       "      <td>-0.010017</td>\n",
       "      <td>-0.053756</td>\n",
       "      <td>3.667705e-01</td>\n",
       "      <td>7.980478e-01</td>\n",
       "      <td>1.693986e-01</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>0.002718</td>\n",
       "      <td>-0.010017</td>\n",
       "      <td>-0.053756</td>\n",
       "      <td>9.446534e-01</td>\n",
       "      <td>7.980478e-01</td>\n",
       "      <td>1.693986e-01</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>0.001492</td>\n",
       "      <td>-0.237444</td>\n",
       "      <td>-0.246837</td>\n",
       "      <td>9.695990e-01</td>\n",
       "      <td>7.579050e-10</td>\n",
       "      <td>1.507812e-10</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>-0.033853</td>\n",
       "      <td>-0.057962</td>\n",
       "      <td>0.042378</td>\n",
       "      <td>3.870454e-01</td>\n",
       "      <td>1.383850e-01</td>\n",
       "      <td>2.788135e-01</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>-0.040311</td>\n",
       "      <td>-0.038782</td>\n",
       "      <td>0.002322</td>\n",
       "      <td>3.029510e-01</td>\n",
       "      <td>3.216787e-01</td>\n",
       "      <td>9.526997e-01</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>-0.069582</td>\n",
       "      <td>-0.239004</td>\n",
       "      <td>-0.219514</td>\n",
       "      <td>7.514707e-02</td>\n",
       "      <td>5.823085e-10</td>\n",
       "      <td>1.373462e-08</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>-0.075633</td>\n",
       "      <td>0.064988</td>\n",
       "      <td>-0.081934</td>\n",
       "      <td>5.302245e-02</td>\n",
       "      <td>9.654913e-02</td>\n",
       "      <td>3.604234e-02</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>-0.084286</td>\n",
       "      <td>0.026349</td>\n",
       "      <td>-0.021773</td>\n",
       "      <td>3.101780e-02</td>\n",
       "      <td>5.008418e-01</td>\n",
       "      <td>5.780492e-01</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>-0.101869</td>\n",
       "      <td>-0.376691</td>\n",
       "      <td>-0.134688</td>\n",
       "      <td>9.082160e-03</td>\n",
       "      <td>1.641491e-23</td>\n",
       "      <td>5.477778e-04</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>-0.102865</td>\n",
       "      <td>-0.114061</td>\n",
       "      <td>-0.011496</td>\n",
       "      <td>8.424117e-03</td>\n",
       "      <td>3.465430e-03</td>\n",
       "      <td>7.690196e-01</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>-0.103280</td>\n",
       "      <td>-0.123835</td>\n",
       "      <td>-0.146746</td>\n",
       "      <td>8.162377e-03</td>\n",
       "      <td>1.495876e-03</td>\n",
       "      <td>1.639600e-04</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.138933</td>\n",
       "      <td>0.332182</td>\n",
       "      <td>-0.010605</td>\n",
       "      <td>3.621680e-04</td>\n",
       "      <td>2.446905e-18</td>\n",
       "      <td>7.864745e-01</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.143267</td>\n",
       "      <td>-0.179625</td>\n",
       "      <td>-0.154678</td>\n",
       "      <td>2.344901e-04</td>\n",
       "      <td>3.727249e-06</td>\n",
       "      <td>7.036407e-05</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>-0.147169</td>\n",
       "      <td>-0.160811</td>\n",
       "      <td>-0.137722</td>\n",
       "      <td>1.568887e-04</td>\n",
       "      <td>3.554041e-05</td>\n",
       "      <td>4.080176e-04</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>-0.175100</td>\n",
       "      <td>-0.150317</td>\n",
       "      <td>-0.157173</td>\n",
       "      <td>6.555632e-06</td>\n",
       "      <td>1.126147e-04</td>\n",
       "      <td>5.345655e-05</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>-0.185013</td>\n",
       "      <td>-0.018274</td>\n",
       "      <td>-0.077625</td>\n",
       "      <td>1.868079e-06</td>\n",
       "      <td>6.406168e-01</td>\n",
       "      <td>4.704849e-02</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>-0.193807</td>\n",
       "      <td>-0.117200</td>\n",
       "      <td>-0.186398</td>\n",
       "      <td>5.790009e-07</td>\n",
       "      <td>2.663387e-03</td>\n",
       "      <td>1.558863e-06</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>-0.244155</td>\n",
       "      <td>-0.237444</td>\n",
       "      <td>-0.246837</td>\n",
       "      <td>2.407506e-10</td>\n",
       "      <td>7.579050e-10</td>\n",
       "      <td>1.507812e-10</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>-0.244435</td>\n",
       "      <td>-0.239004</td>\n",
       "      <td>-0.219514</td>\n",
       "      <td>2.293142e-10</td>\n",
       "      <td>5.823085e-10</td>\n",
       "      <td>1.373462e-08</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>-0.315776</td>\n",
       "      <td>-0.376691</td>\n",
       "      <td>-0.134688</td>\n",
       "      <td>1.242573e-16</td>\n",
       "      <td>1.641491e-23</td>\n",
       "      <td>5.477778e-04</td>\n",
       "      <td>ema_DEPRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>0.238038</td>\n",
       "      <td>0.274485</td>\n",
       "      <td>0.232520</td>\n",
       "      <td>6.856708e-10</td>\n",
       "      <td>8.727205e-13</td>\n",
       "      <td>1.720314e-09</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>0.220261</td>\n",
       "      <td>0.295410</td>\n",
       "      <td>0.130547</td>\n",
       "      <td>1.223172e-08</td>\n",
       "      <td>1.173409e-14</td>\n",
       "      <td>8.109017e-04</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>0.199817</td>\n",
       "      <td>0.277164</td>\n",
       "      <td>0.163541</td>\n",
       "      <td>2.519627e-07</td>\n",
       "      <td>5.127924e-13</td>\n",
       "      <td>2.600929e-05</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>0.166049</td>\n",
       "      <td>0.191909</td>\n",
       "      <td>-0.169196</td>\n",
       "      <td>1.943717e-05</td>\n",
       "      <td>7.489952e-07</td>\n",
       "      <td>1.340610e-05</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.113020</td>\n",
       "      <td>0.113020</td>\n",
       "      <td>0.086279</td>\n",
       "      <td>3.776236e-03</td>\n",
       "      <td>3.776295e-03</td>\n",
       "      <td>2.724223e-02</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>0.108768</td>\n",
       "      <td>0.097687</td>\n",
       "      <td>0.139830</td>\n",
       "      <td>5.325801e-03</td>\n",
       "      <td>1.237360e-02</td>\n",
       "      <td>3.313255e-04</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>0.108283</td>\n",
       "      <td>-0.186012</td>\n",
       "      <td>-0.174128</td>\n",
       "      <td>5.534386e-03</td>\n",
       "      <td>1.639700e-06</td>\n",
       "      <td>7.386588e-06</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>0.107023</td>\n",
       "      <td>-0.243854</td>\n",
       "      <td>-0.119736</td>\n",
       "      <td>6.112386e-03</td>\n",
       "      <td>2.536651e-10</td>\n",
       "      <td>2.143496e-03</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.106469</td>\n",
       "      <td>-0.026148</td>\n",
       "      <td>-0.025855</td>\n",
       "      <td>6.383296e-03</td>\n",
       "      <td>5.041088e-01</td>\n",
       "      <td>5.089041e-01</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>0.091801</td>\n",
       "      <td>0.274485</td>\n",
       "      <td>0.232520</td>\n",
       "      <td>1.877602e-02</td>\n",
       "      <td>8.727205e-13</td>\n",
       "      <td>1.720314e-09</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.074557</td>\n",
       "      <td>0.269524</td>\n",
       "      <td>0.067642</td>\n",
       "      <td>5.650036e-02</td>\n",
       "      <td>2.300024e-12</td>\n",
       "      <td>8.366208e-02</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.064045</td>\n",
       "      <td>0.277164</td>\n",
       "      <td>0.163541</td>\n",
       "      <td>1.014943e-01</td>\n",
       "      <td>5.127924e-13</td>\n",
       "      <td>2.600929e-05</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.060297</td>\n",
       "      <td>0.033001</td>\n",
       "      <td>0.078629</td>\n",
       "      <td>1.231636e-01</td>\n",
       "      <td>3.991110e-01</td>\n",
       "      <td>4.425922e-02</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.059926</td>\n",
       "      <td>0.097687</td>\n",
       "      <td>0.139830</td>\n",
       "      <td>1.254919e-01</td>\n",
       "      <td>1.237360e-02</td>\n",
       "      <td>3.313255e-04</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>0.025291</td>\n",
       "      <td>0.295410</td>\n",
       "      <td>0.130547</td>\n",
       "      <td>5.181821e-01</td>\n",
       "      <td>1.173409e-14</td>\n",
       "      <td>8.109017e-04</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>0.023046</td>\n",
       "      <td>0.033001</td>\n",
       "      <td>0.078629</td>\n",
       "      <td>5.560247e-01</td>\n",
       "      <td>3.991110e-01</td>\n",
       "      <td>4.425922e-02</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>0.017097</td>\n",
       "      <td>-0.207729</td>\n",
       "      <td>-0.184337</td>\n",
       "      <td>6.622790e-01</td>\n",
       "      <td>8.100122e-08</td>\n",
       "      <td>2.039344e-06</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>0.007602</td>\n",
       "      <td>0.113020</td>\n",
       "      <td>0.086279</td>\n",
       "      <td>8.460216e-01</td>\n",
       "      <td>3.776295e-03</td>\n",
       "      <td>2.724223e-02</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>-0.000170</td>\n",
       "      <td>-0.030228</td>\n",
       "      <td>-0.023639</td>\n",
       "      <td>9.965262e-01</td>\n",
       "      <td>4.399219e-01</td>\n",
       "      <td>5.458943e-01</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>-0.017907</td>\n",
       "      <td>-0.030228</td>\n",
       "      <td>-0.023639</td>\n",
       "      <td>6.473527e-01</td>\n",
       "      <td>4.399219e-01</td>\n",
       "      <td>5.458943e-01</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.036541</td>\n",
       "      <td>0.269524</td>\n",
       "      <td>0.067642</td>\n",
       "      <td>3.504515e-01</td>\n",
       "      <td>2.300024e-12</td>\n",
       "      <td>8.366208e-02</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.055423</td>\n",
       "      <td>-0.026148</td>\n",
       "      <td>-0.025855</td>\n",
       "      <td>1.565342e-01</td>\n",
       "      <td>5.041088e-01</td>\n",
       "      <td>5.089041e-01</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>-0.060120</td>\n",
       "      <td>-0.161773</td>\n",
       "      <td>-0.159660</td>\n",
       "      <td>1.242716e-01</td>\n",
       "      <td>3.185542e-05</td>\n",
       "      <td>4.047770e-05</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>-0.089726</td>\n",
       "      <td>-0.128834</td>\n",
       "      <td>-0.142363</td>\n",
       "      <td>2.164099e-02</td>\n",
       "      <td>9.506823e-04</td>\n",
       "      <td>2.570066e-04</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>-0.103840</td>\n",
       "      <td>-0.170063</td>\n",
       "      <td>-0.167622</td>\n",
       "      <td>7.821078e-03</td>\n",
       "      <td>1.208687e-05</td>\n",
       "      <td>1.615725e-05</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>-0.121782</td>\n",
       "      <td>-0.128834</td>\n",
       "      <td>-0.142363</td>\n",
       "      <td>1.793615e-03</td>\n",
       "      <td>9.506823e-04</td>\n",
       "      <td>2.570066e-04</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>-0.133367</td>\n",
       "      <td>0.191909</td>\n",
       "      <td>-0.169196</td>\n",
       "      <td>6.215550e-04</td>\n",
       "      <td>7.489952e-07</td>\n",
       "      <td>1.340610e-05</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>-0.159198</td>\n",
       "      <td>-0.161773</td>\n",
       "      <td>-0.159660</td>\n",
       "      <td>4.263713e-05</td>\n",
       "      <td>3.185542e-05</td>\n",
       "      <td>4.047770e-05</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>-0.159787</td>\n",
       "      <td>-0.170063</td>\n",
       "      <td>-0.167622</td>\n",
       "      <td>3.990529e-05</td>\n",
       "      <td>1.208687e-05</td>\n",
       "      <td>1.615725e-05</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>-0.169179</td>\n",
       "      <td>-0.243854</td>\n",
       "      <td>-0.119736</td>\n",
       "      <td>1.343249e-05</td>\n",
       "      <td>2.536651e-10</td>\n",
       "      <td>2.143496e-03</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>-0.191630</td>\n",
       "      <td>-0.292815</td>\n",
       "      <td>0.019186</td>\n",
       "      <td>7.777684e-07</td>\n",
       "      <td>2.042324e-14</td>\n",
       "      <td>6.240423e-01</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>-0.200761</td>\n",
       "      <td>-0.207729</td>\n",
       "      <td>-0.184337</td>\n",
       "      <td>2.206010e-07</td>\n",
       "      <td>8.100122e-08</td>\n",
       "      <td>2.039344e-06</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>-0.219405</td>\n",
       "      <td>-0.186012</td>\n",
       "      <td>-0.174128</td>\n",
       "      <td>1.396756e-08</td>\n",
       "      <td>1.639700e-06</td>\n",
       "      <td>7.386588e-06</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>-0.254102</td>\n",
       "      <td>-0.292815</td>\n",
       "      <td>0.019186</td>\n",
       "      <td>4.127762e-11</td>\n",
       "      <td>2.042324e-14</td>\n",
       "      <td>6.240423e-01</td>\n",
       "      <td>ema_HARM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>0.364740</td>\n",
       "      <td>0.460041</td>\n",
       "      <td>0.247994</td>\n",
       "      <td>4.848329e-22</td>\n",
       "      <td>1.288541e-35</td>\n",
       "      <td>1.230044e-10</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>0.248333</td>\n",
       "      <td>0.153486</td>\n",
       "      <td>0.065042</td>\n",
       "      <td>1.158591e-10</td>\n",
       "      <td>8.011725e-05</td>\n",
       "      <td>9.627221e-02</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>0.201081</td>\n",
       "      <td>0.460041</td>\n",
       "      <td>0.247994</td>\n",
       "      <td>2.108254e-07</td>\n",
       "      <td>1.288541e-35</td>\n",
       "      <td>1.230044e-10</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>0.192264</td>\n",
       "      <td>0.204984</td>\n",
       "      <td>0.157380</td>\n",
       "      <td>7.139561e-07</td>\n",
       "      <td>1.206958e-07</td>\n",
       "      <td>5.223981e-05</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>0.174965</td>\n",
       "      <td>0.171013</td>\n",
       "      <td>0.148137</td>\n",
       "      <td>6.664836e-06</td>\n",
       "      <td>1.078430e-05</td>\n",
       "      <td>1.417765e-04</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>0.166247</td>\n",
       "      <td>0.073940</td>\n",
       "      <td>0.046273</td>\n",
       "      <td>1.899246e-05</td>\n",
       "      <td>5.858261e-02</td>\n",
       "      <td>2.369542e-01</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>0.164404</td>\n",
       "      <td>0.088196</td>\n",
       "      <td>0.201152</td>\n",
       "      <td>2.354093e-05</td>\n",
       "      <td>2.399070e-02</td>\n",
       "      <td>2.087340e-07</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>0.158274</td>\n",
       "      <td>0.211654</td>\n",
       "      <td>0.205537</td>\n",
       "      <td>4.729143e-05</td>\n",
       "      <td>4.536365e-08</td>\n",
       "      <td>1.114390e-07</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>0.130810</td>\n",
       "      <td>0.105291</td>\n",
       "      <td>0.169261</td>\n",
       "      <td>7.912347e-04</td>\n",
       "      <td>6.995457e-03</td>\n",
       "      <td>1.330166e-05</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>0.124014</td>\n",
       "      <td>-0.064081</td>\n",
       "      <td>0.064702</td>\n",
       "      <td>1.472188e-03</td>\n",
       "      <td>1.013034e-01</td>\n",
       "      <td>9.802681e-02</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>0.090257</td>\n",
       "      <td>0.204984</td>\n",
       "      <td>0.157380</td>\n",
       "      <td>2.087371e-02</td>\n",
       "      <td>1.206958e-07</td>\n",
       "      <td>5.223981e-05</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>0.077805</td>\n",
       "      <td>0.153486</td>\n",
       "      <td>0.065042</td>\n",
       "      <td>4.653910e-02</td>\n",
       "      <td>8.011725e-05</td>\n",
       "      <td>9.627221e-02</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.074318</td>\n",
       "      <td>0.044279</td>\n",
       "      <td>0.124684</td>\n",
       "      <td>5.730162e-02</td>\n",
       "      <td>2.577952e-01</td>\n",
       "      <td>1.386642e-03</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>0.066091</td>\n",
       "      <td>0.005302</td>\n",
       "      <td>0.031018</td>\n",
       "      <td>9.101096e-02</td>\n",
       "      <td>8.922602e-01</td>\n",
       "      <td>4.280587e-01</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>0.042742</td>\n",
       "      <td>0.171013</td>\n",
       "      <td>0.148137</td>\n",
       "      <td>2.746975e-01</td>\n",
       "      <td>1.078430e-05</td>\n",
       "      <td>1.417765e-04</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.025966</td>\n",
       "      <td>0.017286</td>\n",
       "      <td>-0.138685</td>\n",
       "      <td>5.070816e-01</td>\n",
       "      <td>6.587928e-01</td>\n",
       "      <td>3.711234e-04</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.023881</td>\n",
       "      <td>0.005302</td>\n",
       "      <td>0.031018</td>\n",
       "      <td>5.418000e-01</td>\n",
       "      <td>8.922602e-01</td>\n",
       "      <td>4.280587e-01</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.023696</td>\n",
       "      <td>0.105291</td>\n",
       "      <td>0.169261</td>\n",
       "      <td>5.449261e-01</td>\n",
       "      <td>6.995457e-03</td>\n",
       "      <td>1.330166e-05</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>0.019591</td>\n",
       "      <td>0.017286</td>\n",
       "      <td>-0.138685</td>\n",
       "      <td>6.167327e-01</td>\n",
       "      <td>6.587928e-01</td>\n",
       "      <td>3.711234e-04</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.019094</td>\n",
       "      <td>-0.088093</td>\n",
       "      <td>-0.216397</td>\n",
       "      <td>6.257002e-01</td>\n",
       "      <td>2.415553e-02</td>\n",
       "      <td>2.217935e-08</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>0.017678</td>\n",
       "      <td>0.006786</td>\n",
       "      <td>0.001017</td>\n",
       "      <td>6.515610e-01</td>\n",
       "      <td>8.623821e-01</td>\n",
       "      <td>9.792676e-01</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.005770</td>\n",
       "      <td>-0.271538</td>\n",
       "      <td>-0.087858</td>\n",
       "      <td>8.828236e-01</td>\n",
       "      <td>1.555543e-12</td>\n",
       "      <td>2.453779e-02</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>-0.002648</td>\n",
       "      <td>-0.220069</td>\n",
       "      <td>0.058221</td>\n",
       "      <td>9.460638e-01</td>\n",
       "      <td>1.260106e-08</td>\n",
       "      <td>1.366291e-01</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>-0.010882</td>\n",
       "      <td>0.006786</td>\n",
       "      <td>0.001017</td>\n",
       "      <td>7.810338e-01</td>\n",
       "      <td>8.623821e-01</td>\n",
       "      <td>9.792676e-01</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>-0.016935</td>\n",
       "      <td>0.211654</td>\n",
       "      <td>0.205537</td>\n",
       "      <td>6.652817e-01</td>\n",
       "      <td>4.536365e-08</td>\n",
       "      <td>1.114390e-07</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.026511</td>\n",
       "      <td>-0.271538</td>\n",
       "      <td>-0.087858</td>\n",
       "      <td>4.981970e-01</td>\n",
       "      <td>1.555543e-12</td>\n",
       "      <td>2.453779e-02</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.035692</td>\n",
       "      <td>0.044279</td>\n",
       "      <td>0.124684</td>\n",
       "      <td>3.617596e-01</td>\n",
       "      <td>2.577952e-01</td>\n",
       "      <td>1.386642e-03</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>-0.039498</td>\n",
       "      <td>0.073940</td>\n",
       "      <td>0.046273</td>\n",
       "      <td>3.128165e-01</td>\n",
       "      <td>5.858261e-02</td>\n",
       "      <td>2.369542e-01</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>-0.070848</td>\n",
       "      <td>-0.026562</td>\n",
       "      <td>-0.067826</td>\n",
       "      <td>6.998395e-02</td>\n",
       "      <td>4.973705e-01</td>\n",
       "      <td>8.282116e-02</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>-0.075509</td>\n",
       "      <td>-0.026562</td>\n",
       "      <td>-0.067826</td>\n",
       "      <td>5.341155e-02</td>\n",
       "      <td>4.973705e-01</td>\n",
       "      <td>8.282116e-02</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>-0.078566</td>\n",
       "      <td>-0.088093</td>\n",
       "      <td>-0.216397</td>\n",
       "      <td>4.443113e-02</td>\n",
       "      <td>2.415553e-02</td>\n",
       "      <td>2.217935e-08</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>-0.087996</td>\n",
       "      <td>-0.220069</td>\n",
       "      <td>0.058221</td>\n",
       "      <td>2.431285e-02</td>\n",
       "      <td>1.260106e-08</td>\n",
       "      <td>1.366291e-01</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>-0.155980</td>\n",
       "      <td>-0.064081</td>\n",
       "      <td>0.064702</td>\n",
       "      <td>6.099702e-05</td>\n",
       "      <td>1.013034e-01</td>\n",
       "      <td>9.802681e-02</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>-0.263803</td>\n",
       "      <td>0.088196</td>\n",
       "      <td>0.201152</td>\n",
       "      <td>6.862185e-12</td>\n",
       "      <td>2.399070e-02</td>\n",
       "      <td>2.087340e-07</td>\n",
       "      <td>ema_HOPEFUL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>0.280268</td>\n",
       "      <td>0.338282</td>\n",
       "      <td>0.135223</td>\n",
       "      <td>2.749550e-13</td>\n",
       "      <td>5.340315e-19</td>\n",
       "      <td>5.202556e-04</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>0.208921</td>\n",
       "      <td>0.275703</td>\n",
       "      <td>0.196451</td>\n",
       "      <td>6.801202e-08</td>\n",
       "      <td>6.858445e-13</td>\n",
       "      <td>4.028247e-07</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>0.184952</td>\n",
       "      <td>0.194891</td>\n",
       "      <td>-0.185633</td>\n",
       "      <td>1.882900e-06</td>\n",
       "      <td>4.992811e-07</td>\n",
       "      <td>1.722949e-06</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>0.176129</td>\n",
       "      <td>0.264730</td>\n",
       "      <td>0.138020</td>\n",
       "      <td>5.772400e-06</td>\n",
       "      <td>5.758810e-12</td>\n",
       "      <td>3.962555e-04</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.169394</td>\n",
       "      <td>0.006285</td>\n",
       "      <td>-0.009581</td>\n",
       "      <td>1.309339e-05</td>\n",
       "      <td>8.724579e-01</td>\n",
       "      <td>8.066620e-01</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.151916</td>\n",
       "      <td>0.021985</td>\n",
       "      <td>0.030793</td>\n",
       "      <td>9.491198e-05</td>\n",
       "      <td>5.743583e-01</td>\n",
       "      <td>4.314215e-01</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>0.142589</td>\n",
       "      <td>0.275703</td>\n",
       "      <td>0.196451</td>\n",
       "      <td>2.512109e-04</td>\n",
       "      <td>6.858445e-13</td>\n",
       "      <td>4.028247e-07</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.132895</td>\n",
       "      <td>0.113322</td>\n",
       "      <td>0.089634</td>\n",
       "      <td>6.500773e-04</td>\n",
       "      <td>3.683374e-03</td>\n",
       "      <td>2.177615e-02</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.126415</td>\n",
       "      <td>0.187352</td>\n",
       "      <td>0.115248</td>\n",
       "      <td>1.186232e-03</td>\n",
       "      <td>1.375278e-06</td>\n",
       "      <td>3.139434e-03</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>0.117822</td>\n",
       "      <td>-0.174109</td>\n",
       "      <td>-0.153652</td>\n",
       "      <td>2.526197e-03</td>\n",
       "      <td>7.404216e-06</td>\n",
       "      <td>7.868234e-05</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>0.104318</td>\n",
       "      <td>-0.160791</td>\n",
       "      <td>-0.215688</td>\n",
       "      <td>7.540233e-03</td>\n",
       "      <td>3.562124e-05</td>\n",
       "      <td>2.471024e-08</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>0.097707</td>\n",
       "      <td>0.113322</td>\n",
       "      <td>0.089634</td>\n",
       "      <td>1.235526e-02</td>\n",
       "      <td>3.683374e-03</td>\n",
       "      <td>2.177615e-02</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.095097</td>\n",
       "      <td>0.264730</td>\n",
       "      <td>0.138020</td>\n",
       "      <td>1.490523e-02</td>\n",
       "      <td>5.758810e-12</td>\n",
       "      <td>3.962555e-04</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>0.078608</td>\n",
       "      <td>0.187352</td>\n",
       "      <td>0.115248</td>\n",
       "      <td>4.431602e-02</td>\n",
       "      <td>1.375278e-06</td>\n",
       "      <td>3.139434e-03</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.073489</td>\n",
       "      <td>0.241204</td>\n",
       "      <td>-0.005119</td>\n",
       "      <td>6.014078e-02</td>\n",
       "      <td>4.003215e-10</td>\n",
       "      <td>8.959593e-01</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>0.064829</td>\n",
       "      <td>-0.273802</td>\n",
       "      <td>-0.108100</td>\n",
       "      <td>9.737063e-02</td>\n",
       "      <td>9.984706e-13</td>\n",
       "      <td>5.615162e-03</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>0.034745</td>\n",
       "      <td>0.338282</td>\n",
       "      <td>0.135223</td>\n",
       "      <td>3.746437e-01</td>\n",
       "      <td>5.340315e-19</td>\n",
       "      <td>5.202556e-04</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>0.008767</td>\n",
       "      <td>-0.092741</td>\n",
       "      <td>-0.116310</td>\n",
       "      <td>8.227960e-01</td>\n",
       "      <td>1.759180e-02</td>\n",
       "      <td>2.871506e-03</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>-0.007881</td>\n",
       "      <td>0.021985</td>\n",
       "      <td>0.030793</td>\n",
       "      <td>8.404510e-01</td>\n",
       "      <td>5.743583e-01</td>\n",
       "      <td>4.314215e-01</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.020390</td>\n",
       "      <td>0.006285</td>\n",
       "      <td>-0.009581</td>\n",
       "      <td>6.024316e-01</td>\n",
       "      <td>8.724579e-01</td>\n",
       "      <td>8.066620e-01</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>-0.031864</td>\n",
       "      <td>-0.166490</td>\n",
       "      <td>-0.157261</td>\n",
       "      <td>4.155607e-01</td>\n",
       "      <td>1.845993e-05</td>\n",
       "      <td>5.293796e-05</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>-0.044656</td>\n",
       "      <td>-0.154642</td>\n",
       "      <td>-0.148299</td>\n",
       "      <td>2.537554e-01</td>\n",
       "      <td>7.063987e-05</td>\n",
       "      <td>1.393947e-04</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>-0.062848</td>\n",
       "      <td>-0.137832</td>\n",
       "      <td>-0.179326</td>\n",
       "      <td>1.080583e-01</td>\n",
       "      <td>4.036439e-04</td>\n",
       "      <td>3.870756e-06</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.086589</td>\n",
       "      <td>0.241204</td>\n",
       "      <td>-0.005119</td>\n",
       "      <td>2.669204e-02</td>\n",
       "      <td>4.003215e-10</td>\n",
       "      <td>8.959593e-01</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>-0.099567</td>\n",
       "      <td>-0.092741</td>\n",
       "      <td>-0.116310</td>\n",
       "      <td>1.078189e-02</td>\n",
       "      <td>1.759180e-02</td>\n",
       "      <td>2.871506e-03</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>-0.145276</td>\n",
       "      <td>-0.154642</td>\n",
       "      <td>-0.148299</td>\n",
       "      <td>1.909153e-04</td>\n",
       "      <td>7.063987e-05</td>\n",
       "      <td>1.393947e-04</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>-0.148089</td>\n",
       "      <td>-0.137832</td>\n",
       "      <td>-0.179326</td>\n",
       "      <td>1.425021e-04</td>\n",
       "      <td>4.036439e-04</td>\n",
       "      <td>3.870756e-06</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>-0.150511</td>\n",
       "      <td>-0.166490</td>\n",
       "      <td>-0.157261</td>\n",
       "      <td>1.103071e-04</td>\n",
       "      <td>1.845993e-05</td>\n",
       "      <td>5.293796e-05</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>-0.158301</td>\n",
       "      <td>0.194891</td>\n",
       "      <td>-0.185633</td>\n",
       "      <td>4.714439e-05</td>\n",
       "      <td>4.992811e-07</td>\n",
       "      <td>1.722949e-06</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>-0.164160</td>\n",
       "      <td>-0.273802</td>\n",
       "      <td>-0.108100</td>\n",
       "      <td>2.421431e-05</td>\n",
       "      <td>9.984706e-13</td>\n",
       "      <td>5.615162e-03</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>-0.174185</td>\n",
       "      <td>-0.160791</td>\n",
       "      <td>-0.215688</td>\n",
       "      <td>7.335526e-06</td>\n",
       "      <td>3.562124e-05</td>\n",
       "      <td>2.471024e-08</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>-0.203301</td>\n",
       "      <td>-0.174109</td>\n",
       "      <td>-0.153652</td>\n",
       "      <td>1.537212e-07</td>\n",
       "      <td>7.404216e-06</td>\n",
       "      <td>7.868234e-05</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>-0.214523</td>\n",
       "      <td>-0.333275</td>\n",
       "      <td>-0.028588</td>\n",
       "      <td>2.948326e-08</td>\n",
       "      <td>1.867623e-18</td>\n",
       "      <td>4.651443e-01</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>-0.291377</td>\n",
       "      <td>-0.333275</td>\n",
       "      <td>-0.028588</td>\n",
       "      <td>2.769169e-14</td>\n",
       "      <td>1.867623e-18</td>\n",
       "      <td>4.651443e-01</td>\n",
       "      <td>ema_SEEING_THINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>0.315357</td>\n",
       "      <td>0.066770</td>\n",
       "      <td>-0.048024</td>\n",
       "      <td>1.369444e-16</td>\n",
       "      <td>8.773240e-02</td>\n",
       "      <td>2.196537e-01</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>0.295271</td>\n",
       "      <td>0.236985</td>\n",
       "      <td>0.198188</td>\n",
       "      <td>1.208788e-14</td>\n",
       "      <td>8.186842e-10</td>\n",
       "      <td>3.164966e-07</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>0.292203</td>\n",
       "      <td>0.256477</td>\n",
       "      <td>0.195500</td>\n",
       "      <td>2.325472e-14</td>\n",
       "      <td>2.678510e-11</td>\n",
       "      <td>4.592133e-07</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>0.256470</td>\n",
       "      <td>0.233615</td>\n",
       "      <td>0.195647</td>\n",
       "      <td>2.682090e-11</td>\n",
       "      <td>1.435781e-09</td>\n",
       "      <td>4.500217e-07</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.249003</td>\n",
       "      <td>-0.089924</td>\n",
       "      <td>-0.236721</td>\n",
       "      <td>1.029127e-10</td>\n",
       "      <td>2.135202e-02</td>\n",
       "      <td>8.557882e-10</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>0.217465</td>\n",
       "      <td>0.236985</td>\n",
       "      <td>0.198188</td>\n",
       "      <td>1.883716e-08</td>\n",
       "      <td>8.186842e-10</td>\n",
       "      <td>3.164966e-07</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>0.217292</td>\n",
       "      <td>0.256477</td>\n",
       "      <td>0.195500</td>\n",
       "      <td>1.934358e-08</td>\n",
       "      <td>2.678510e-11</td>\n",
       "      <td>4.592133e-07</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>0.209691</td>\n",
       "      <td>0.233615</td>\n",
       "      <td>0.195647</td>\n",
       "      <td>6.071417e-08</td>\n",
       "      <td>1.435781e-09</td>\n",
       "      <td>4.500217e-07</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.191357</td>\n",
       "      <td>-0.065706</td>\n",
       "      <td>-0.222498</td>\n",
       "      <td>8.068187e-07</td>\n",
       "      <td>9.291524e-02</td>\n",
       "      <td>8.622131e-09</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.187359</td>\n",
       "      <td>-0.118920</td>\n",
       "      <td>-0.192237</td>\n",
       "      <td>1.374065e-06</td>\n",
       "      <td>2.299739e-03</td>\n",
       "      <td>7.165953e-07</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>0.175848</td>\n",
       "      <td>0.040851</td>\n",
       "      <td>0.009465</td>\n",
       "      <td>5.976726e-06</td>\n",
       "      <td>2.965090e-01</td>\n",
       "      <td>8.089531e-01</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.175666</td>\n",
       "      <td>0.038706</td>\n",
       "      <td>0.082639</td>\n",
       "      <td>6.113413e-06</td>\n",
       "      <td>3.226259e-01</td>\n",
       "      <td>3.446882e-02</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.173216</td>\n",
       "      <td>-0.150923</td>\n",
       "      <td>-0.071329</td>\n",
       "      <td>8.258207e-06</td>\n",
       "      <td>1.055647e-04</td>\n",
       "      <td>6.809679e-02</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>0.124678</td>\n",
       "      <td>-0.164081</td>\n",
       "      <td>-0.151377</td>\n",
       "      <td>1.387310e-03</td>\n",
       "      <td>2.443734e-05</td>\n",
       "      <td>1.005623e-04</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>0.111409</td>\n",
       "      <td>0.091785</td>\n",
       "      <td>0.081946</td>\n",
       "      <td>4.307318e-03</td>\n",
       "      <td>1.879773e-02</td>\n",
       "      <td>3.601430e-02</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>0.073360</td>\n",
       "      <td>0.019746</td>\n",
       "      <td>0.038051</td>\n",
       "      <td>6.059380e-02</td>\n",
       "      <td>6.139553e-01</td>\n",
       "      <td>3.308852e-01</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.059856</td>\n",
       "      <td>-0.017988</td>\n",
       "      <td>0.088292</td>\n",
       "      <td>1.259335e-01</td>\n",
       "      <td>6.458523e-01</td>\n",
       "      <td>2.383605e-02</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>0.059646</td>\n",
       "      <td>0.038706</td>\n",
       "      <td>0.082639</td>\n",
       "      <td>1.272705e-01</td>\n",
       "      <td>3.226259e-01</td>\n",
       "      <td>3.446882e-02</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>0.038045</td>\n",
       "      <td>0.040851</td>\n",
       "      <td>0.009465</td>\n",
       "      <td>3.309641e-01</td>\n",
       "      <td>2.965090e-01</td>\n",
       "      <td>8.089531e-01</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>0.031231</td>\n",
       "      <td>-0.099799</td>\n",
       "      <td>0.017530</td>\n",
       "      <td>4.248922e-01</td>\n",
       "      <td>1.059891e-02</td>\n",
       "      <td>6.542904e-01</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>0.028992</td>\n",
       "      <td>0.107533</td>\n",
       "      <td>0.093918</td>\n",
       "      <td>4.588561e-01</td>\n",
       "      <td>5.872355e-03</td>\n",
       "      <td>1.620008e-02</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>0.014470</td>\n",
       "      <td>0.107533</td>\n",
       "      <td>0.093918</td>\n",
       "      <td>7.116431e-01</td>\n",
       "      <td>5.872355e-03</td>\n",
       "      <td>1.620008e-02</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>0.014411</td>\n",
       "      <td>-0.003975</td>\n",
       "      <td>-0.024224</td>\n",
       "      <td>7.127812e-01</td>\n",
       "      <td>9.191269e-01</td>\n",
       "      <td>5.359983e-01</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>-0.016531</td>\n",
       "      <td>-0.099799</td>\n",
       "      <td>0.017530</td>\n",
       "      <td>6.727996e-01</td>\n",
       "      <td>1.059891e-02</td>\n",
       "      <td>6.542904e-01</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>-0.030862</td>\n",
       "      <td>-0.003975</td>\n",
       "      <td>-0.024224</td>\n",
       "      <td>4.303847e-01</td>\n",
       "      <td>9.191269e-01</td>\n",
       "      <td>5.359983e-01</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>-0.050101</td>\n",
       "      <td>0.066770</td>\n",
       "      <td>-0.048024</td>\n",
       "      <td>2.003354e-01</td>\n",
       "      <td>8.773240e-02</td>\n",
       "      <td>2.196537e-01</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.072688</td>\n",
       "      <td>-0.017988</td>\n",
       "      <td>0.088292</td>\n",
       "      <td>6.299927e-02</td>\n",
       "      <td>6.458523e-01</td>\n",
       "      <td>2.383605e-02</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>-0.075002</td>\n",
       "      <td>0.019746</td>\n",
       "      <td>0.038051</td>\n",
       "      <td>5.503850e-02</td>\n",
       "      <td>6.139553e-01</td>\n",
       "      <td>3.308852e-01</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>-0.145019</td>\n",
       "      <td>-0.118920</td>\n",
       "      <td>-0.192237</td>\n",
       "      <td>1.960264e-04</td>\n",
       "      <td>2.299739e-03</td>\n",
       "      <td>7.165953e-07</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>-0.145889</td>\n",
       "      <td>-0.150923</td>\n",
       "      <td>-0.071329</td>\n",
       "      <td>1.791963e-04</td>\n",
       "      <td>1.055647e-04</td>\n",
       "      <td>6.809679e-02</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>-0.149491</td>\n",
       "      <td>0.091785</td>\n",
       "      <td>0.081946</td>\n",
       "      <td>1.229341e-04</td>\n",
       "      <td>1.879773e-02</td>\n",
       "      <td>3.601430e-02</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>-0.179911</td>\n",
       "      <td>-0.065706</td>\n",
       "      <td>-0.222498</td>\n",
       "      <td>3.594982e-06</td>\n",
       "      <td>9.291524e-02</td>\n",
       "      <td>8.622131e-09</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>-0.204537</td>\n",
       "      <td>-0.164081</td>\n",
       "      <td>-0.151377</td>\n",
       "      <td>1.287371e-07</td>\n",
       "      <td>2.443734e-05</td>\n",
       "      <td>1.005623e-04</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.217362</td>\n",
       "      <td>-0.089924</td>\n",
       "      <td>-0.236721</td>\n",
       "      <td>1.913735e-08</td>\n",
       "      <td>2.135202e-02</td>\n",
       "      <td>8.557882e-10</td>\n",
       "      <td>ema_SLEEPING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>0.305330</td>\n",
       "      <td>0.316705</td>\n",
       "      <td>0.267588</td>\n",
       "      <td>1.338830e-15</td>\n",
       "      <td>1.001154e-16</td>\n",
       "      <td>3.339033e-12</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>0.298100</td>\n",
       "      <td>0.320913</td>\n",
       "      <td>0.256724</td>\n",
       "      <td>6.567465e-15</td>\n",
       "      <td>3.727843e-17</td>\n",
       "      <td>2.559968e-11</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>0.266830</td>\n",
       "      <td>0.263758</td>\n",
       "      <td>0.074008</td>\n",
       "      <td>3.861298e-12</td>\n",
       "      <td>6.920312e-12</td>\n",
       "      <td>5.835031e-02</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>0.253841</td>\n",
       "      <td>0.320913</td>\n",
       "      <td>0.256724</td>\n",
       "      <td>4.327572e-11</td>\n",
       "      <td>3.727843e-17</td>\n",
       "      <td>2.559968e-11</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>0.203348</td>\n",
       "      <td>0.316705</td>\n",
       "      <td>0.267588</td>\n",
       "      <td>1.526895e-07</td>\n",
       "      <td>1.001154e-16</td>\n",
       "      <td>3.339033e-12</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>0.194215</td>\n",
       "      <td>0.174343</td>\n",
       "      <td>0.206729</td>\n",
       "      <td>5.476471e-07</td>\n",
       "      <td>7.194327e-06</td>\n",
       "      <td>9.372767e-08</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>0.179114</td>\n",
       "      <td>0.147965</td>\n",
       "      <td>0.046414</td>\n",
       "      <td>3.975341e-06</td>\n",
       "      <td>1.443621e-04</td>\n",
       "      <td>2.355315e-01</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.143326</td>\n",
       "      <td>0.133902</td>\n",
       "      <td>-0.036725</td>\n",
       "      <td>2.331100e-04</td>\n",
       "      <td>5.906015e-04</td>\n",
       "      <td>3.480240e-01</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>0.135313</td>\n",
       "      <td>0.263758</td>\n",
       "      <td>0.074008</td>\n",
       "      <td>5.157757e-04</td>\n",
       "      <td>6.920312e-12</td>\n",
       "      <td>5.835031e-02</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>0.124964</td>\n",
       "      <td>0.089491</td>\n",
       "      <td>0.104104</td>\n",
       "      <td>1.352249e-03</td>\n",
       "      <td>2.198868e-02</td>\n",
       "      <td>7.664904e-03</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.120284</td>\n",
       "      <td>0.042049</td>\n",
       "      <td>-0.096713</td>\n",
       "      <td>2.044174e-03</td>\n",
       "      <td>2.825639e-01</td>\n",
       "      <td>1.327691e-02</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>0.106241</td>\n",
       "      <td>-0.016124</td>\n",
       "      <td>0.083532</td>\n",
       "      <td>6.497742e-03</td>\n",
       "      <td>6.804066e-01</td>\n",
       "      <td>3.255773e-02</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>0.105379</td>\n",
       "      <td>0.010964</td>\n",
       "      <td>0.099969</td>\n",
       "      <td>6.947695e-03</td>\n",
       "      <td>7.794268e-01</td>\n",
       "      <td>1.046589e-02</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.097748</td>\n",
       "      <td>-0.124689</td>\n",
       "      <td>-0.060393</td>\n",
       "      <td>1.231865e-02</td>\n",
       "      <td>1.385946e-03</td>\n",
       "      <td>1.225681e-01</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.083945</td>\n",
       "      <td>0.174343</td>\n",
       "      <td>0.206729</td>\n",
       "      <td>3.170588e-02</td>\n",
       "      <td>7.194327e-06</td>\n",
       "      <td>9.372767e-08</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>0.070440</td>\n",
       "      <td>0.054830</td>\n",
       "      <td>0.107715</td>\n",
       "      <td>7.161540e-02</td>\n",
       "      <td>1.610223e-01</td>\n",
       "      <td>5.788911e-03</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>0.070338</td>\n",
       "      <td>0.133902</td>\n",
       "      <td>-0.036725</td>\n",
       "      <td>7.202743e-02</td>\n",
       "      <td>5.906015e-04</td>\n",
       "      <td>3.480240e-01</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.070066</td>\n",
       "      <td>-0.030963</td>\n",
       "      <td>0.068669</td>\n",
       "      <td>7.313900e-02</td>\n",
       "      <td>4.288727e-01</td>\n",
       "      <td>7.906168e-02</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.068162</td>\n",
       "      <td>-0.044872</td>\n",
       "      <td>-0.038499</td>\n",
       "      <td>8.130443e-02</td>\n",
       "      <td>2.514666e-01</td>\n",
       "      <td>3.252191e-01</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>0.064897</td>\n",
       "      <td>0.089491</td>\n",
       "      <td>0.104104</td>\n",
       "      <td>9.701856e-02</td>\n",
       "      <td>2.198868e-02</td>\n",
       "      <td>7.664904e-03</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>0.061165</td>\n",
       "      <td>0.147965</td>\n",
       "      <td>0.046414</td>\n",
       "      <td>1.178511e-01</td>\n",
       "      <td>1.443621e-04</td>\n",
       "      <td>2.355315e-01</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>0.039858</td>\n",
       "      <td>-0.044872</td>\n",
       "      <td>-0.038499</td>\n",
       "      <td>3.084196e-01</td>\n",
       "      <td>2.514666e-01</td>\n",
       "      <td>3.252191e-01</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>0.019038</td>\n",
       "      <td>0.051052</td>\n",
       "      <td>0.038408</td>\n",
       "      <td>6.267152e-01</td>\n",
       "      <td>1.919139e-01</td>\n",
       "      <td>3.263716e-01</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>0.015341</td>\n",
       "      <td>0.051052</td>\n",
       "      <td>0.038408</td>\n",
       "      <td>6.951453e-01</td>\n",
       "      <td>1.919139e-01</td>\n",
       "      <td>3.263716e-01</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>0.012000</td>\n",
       "      <td>-0.115009</td>\n",
       "      <td>-0.083537</td>\n",
       "      <td>7.591967e-01</td>\n",
       "      <td>3.202757e-03</td>\n",
       "      <td>3.254749e-02</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>-0.022954</td>\n",
       "      <td>0.042049</td>\n",
       "      <td>-0.096713</td>\n",
       "      <td>5.575932e-01</td>\n",
       "      <td>2.825639e-01</td>\n",
       "      <td>1.327691e-02</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.043871</td>\n",
       "      <td>-0.124689</td>\n",
       "      <td>-0.060393</td>\n",
       "      <td>2.622045e-01</td>\n",
       "      <td>1.385946e-03</td>\n",
       "      <td>1.225681e-01</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>-0.043906</td>\n",
       "      <td>0.014628</td>\n",
       "      <td>-0.005572</td>\n",
       "      <td>2.618314e-01</td>\n",
       "      <td>7.086501e-01</td>\n",
       "      <td>8.868177e-01</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>-0.055386</td>\n",
       "      <td>0.010964</td>\n",
       "      <td>0.099969</td>\n",
       "      <td>1.568157e-01</td>\n",
       "      <td>7.794268e-01</td>\n",
       "      <td>1.046589e-02</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>-0.062045</td>\n",
       "      <td>0.014628</td>\n",
       "      <td>-0.005572</td>\n",
       "      <td>1.126458e-01</td>\n",
       "      <td>7.086501e-01</td>\n",
       "      <td>8.868177e-01</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>-0.097490</td>\n",
       "      <td>-0.016124</td>\n",
       "      <td>0.083532</td>\n",
       "      <td>1.255160e-02</td>\n",
       "      <td>6.804066e-01</td>\n",
       "      <td>3.255773e-02</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>-0.098082</td>\n",
       "      <td>-0.115009</td>\n",
       "      <td>-0.083537</td>\n",
       "      <td>1.202322e-02</td>\n",
       "      <td>3.202757e-03</td>\n",
       "      <td>3.254749e-02</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.104884</td>\n",
       "      <td>-0.030963</td>\n",
       "      <td>0.068669</td>\n",
       "      <td>7.219049e-03</td>\n",
       "      <td>4.288727e-01</td>\n",
       "      <td>7.906168e-02</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>-0.198489</td>\n",
       "      <td>0.054830</td>\n",
       "      <td>0.107715</td>\n",
       "      <td>3.035086e-07</td>\n",
       "      <td>1.610223e-01</td>\n",
       "      <td>5.788911e-03</td>\n",
       "      <td>ema_SOCIAL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>0.225549</td>\n",
       "      <td>-0.086932</td>\n",
       "      <td>-0.119532</td>\n",
       "      <td>5.320412e-09</td>\n",
       "      <td>2.609346e-02</td>\n",
       "      <td>2.181611e-03</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.209791</td>\n",
       "      <td>0.291314</td>\n",
       "      <td>0.023542</td>\n",
       "      <td>5.982129e-08</td>\n",
       "      <td>2.806604e-14</td>\n",
       "      <td>5.475481e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.167093</td>\n",
       "      <td>-0.180569</td>\n",
       "      <td>-0.192661</td>\n",
       "      <td>1.719551e-05</td>\n",
       "      <td>3.307076e-06</td>\n",
       "      <td>6.765729e-07</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>0.150575</td>\n",
       "      <td>0.038482</td>\n",
       "      <td>-0.052325</td>\n",
       "      <td>1.095608e-04</td>\n",
       "      <td>3.254331e-01</td>\n",
       "      <td>1.810563e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>0.140634</td>\n",
       "      <td>-0.160698</td>\n",
       "      <td>-0.131716</td>\n",
       "      <td>3.058247e-04</td>\n",
       "      <td>3.599723e-05</td>\n",
       "      <td>7.267340e-04</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>0.119237</td>\n",
       "      <td>-0.019297</td>\n",
       "      <td>0.023582</td>\n",
       "      <td>2.237837e-03</td>\n",
       "      <td>6.220356e-01</td>\n",
       "      <td>5.468625e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.119123</td>\n",
       "      <td>-0.086788</td>\n",
       "      <td>-0.007276</td>\n",
       "      <td>2.259899e-03</td>\n",
       "      <td>2.634294e-02</td>\n",
       "      <td>8.525455e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>0.115748</td>\n",
       "      <td>-0.153975</td>\n",
       "      <td>-0.125767</td>\n",
       "      <td>3.010692e-03</td>\n",
       "      <td>7.597115e-05</td>\n",
       "      <td>1.257838e-03</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.100500</td>\n",
       "      <td>0.127919</td>\n",
       "      <td>-0.005406</td>\n",
       "      <td>1.006158e-02</td>\n",
       "      <td>1.034205e-03</td>\n",
       "      <td>8.901602e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.086318</td>\n",
       "      <td>-0.049048</td>\n",
       "      <td>0.030030</td>\n",
       "      <td>2.717219e-02</td>\n",
       "      <td>2.099756e-01</td>\n",
       "      <td>4.429316e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>0.080470</td>\n",
       "      <td>0.185014</td>\n",
       "      <td>0.051461</td>\n",
       "      <td>3.950636e-02</td>\n",
       "      <td>1.867761e-06</td>\n",
       "      <td>1.883765e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>0.059350</td>\n",
       "      <td>0.185014</td>\n",
       "      <td>0.051461</td>\n",
       "      <td>1.291740e-01</td>\n",
       "      <td>1.867761e-06</td>\n",
       "      <td>1.883765e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>0.053527</td>\n",
       "      <td>-0.031275</td>\n",
       "      <td>-0.087472</td>\n",
       "      <td>1.712226e-01</td>\n",
       "      <td>4.242470e-01</td>\n",
       "      <td>2.517654e-02</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.048829</td>\n",
       "      <td>-0.210337</td>\n",
       "      <td>-0.155057</td>\n",
       "      <td>2.120204e-01</td>\n",
       "      <td>5.517655e-08</td>\n",
       "      <td>6.750310e-05</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>0.009227</td>\n",
       "      <td>0.005457</td>\n",
       "      <td>-0.001922</td>\n",
       "      <td>8.136701e-01</td>\n",
       "      <td>8.891419e-01</td>\n",
       "      <td>9.608449e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>-0.015406</td>\n",
       "      <td>0.127919</td>\n",
       "      <td>-0.005406</td>\n",
       "      <td>6.939080e-01</td>\n",
       "      <td>1.034205e-03</td>\n",
       "      <td>8.901602e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>-0.034050</td>\n",
       "      <td>-0.262017</td>\n",
       "      <td>-0.249643</td>\n",
       "      <td>3.842810e-01</td>\n",
       "      <td>9.601456e-12</td>\n",
       "      <td>9.186796e-11</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>-0.045754</td>\n",
       "      <td>0.005457</td>\n",
       "      <td>-0.001922</td>\n",
       "      <td>2.422624e-01</td>\n",
       "      <td>8.891419e-01</td>\n",
       "      <td>9.608449e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>-0.048901</td>\n",
       "      <td>-0.049048</td>\n",
       "      <td>0.030030</td>\n",
       "      <td>2.113394e-01</td>\n",
       "      <td>2.099756e-01</td>\n",
       "      <td>4.429316e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>-0.051357</td>\n",
       "      <td>-0.269473</td>\n",
       "      <td>-0.263192</td>\n",
       "      <td>1.892746e-01</td>\n",
       "      <td>2.322909e-12</td>\n",
       "      <td>7.700566e-12</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>-0.056873</td>\n",
       "      <td>-0.019297</td>\n",
       "      <td>0.023582</td>\n",
       "      <td>1.459648e-01</td>\n",
       "      <td>6.220356e-01</td>\n",
       "      <td>5.468625e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>-0.076198</td>\n",
       "      <td>-0.086932</td>\n",
       "      <td>-0.119532</td>\n",
       "      <td>5.126529e-02</td>\n",
       "      <td>2.609346e-02</td>\n",
       "      <td>2.181611e-03</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>-0.122209</td>\n",
       "      <td>-0.153975</td>\n",
       "      <td>-0.125767</td>\n",
       "      <td>1.727555e-03</td>\n",
       "      <td>7.597115e-05</td>\n",
       "      <td>1.257838e-03</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>-0.122555</td>\n",
       "      <td>-0.086788</td>\n",
       "      <td>-0.007276</td>\n",
       "      <td>1.675605e-03</td>\n",
       "      <td>2.634294e-02</td>\n",
       "      <td>8.525455e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>-0.127290</td>\n",
       "      <td>0.038482</td>\n",
       "      <td>-0.052325</td>\n",
       "      <td>1.095384e-03</td>\n",
       "      <td>3.254331e-01</td>\n",
       "      <td>1.810563e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>-0.139642</td>\n",
       "      <td>-0.379948</td>\n",
       "      <td>-0.175715</td>\n",
       "      <td>3.375871e-04</td>\n",
       "      <td>6.363114e-24</td>\n",
       "      <td>6.076510e-06</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>-0.150855</td>\n",
       "      <td>-0.160698</td>\n",
       "      <td>-0.131716</td>\n",
       "      <td>1.063414e-04</td>\n",
       "      <td>3.599723e-05</td>\n",
       "      <td>7.267340e-04</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.161873</td>\n",
       "      <td>0.291314</td>\n",
       "      <td>0.023542</td>\n",
       "      <td>3.149564e-05</td>\n",
       "      <td>2.806604e-14</td>\n",
       "      <td>5.475481e-01</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.179879</td>\n",
       "      <td>-0.210337</td>\n",
       "      <td>-0.155057</td>\n",
       "      <td>3.609534e-06</td>\n",
       "      <td>5.517655e-08</td>\n",
       "      <td>6.750310e-05</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>-0.196166</td>\n",
       "      <td>-0.031275</td>\n",
       "      <td>-0.087472</td>\n",
       "      <td>4.189696e-07</td>\n",
       "      <td>4.242470e-01</td>\n",
       "      <td>2.517654e-02</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>-0.262497</td>\n",
       "      <td>-0.180569</td>\n",
       "      <td>-0.192661</td>\n",
       "      <td>8.774608e-12</td>\n",
       "      <td>3.307076e-06</td>\n",
       "      <td>6.765729e-07</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>-0.278686</td>\n",
       "      <td>-0.262017</td>\n",
       "      <td>-0.249643</td>\n",
       "      <td>3.781443e-13</td>\n",
       "      <td>9.601456e-12</td>\n",
       "      <td>9.186796e-11</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>-0.289571</td>\n",
       "      <td>-0.269473</td>\n",
       "      <td>-0.263192</td>\n",
       "      <td>4.050231e-14</td>\n",
       "      <td>2.322909e-12</td>\n",
       "      <td>7.700566e-12</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>-0.345539</td>\n",
       "      <td>-0.379948</td>\n",
       "      <td>-0.175715</td>\n",
       "      <td>8.351456e-20</td>\n",
       "      <td>6.363114e-24</td>\n",
       "      <td>6.076510e-06</td>\n",
       "      <td>ema_STRESSED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>0.297535</td>\n",
       "      <td>0.351924</td>\n",
       "      <td>0.194216</td>\n",
       "      <td>7.422909e-15</td>\n",
       "      <td>1.567248e-20</td>\n",
       "      <td>5.475722e-07</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>0.247516</td>\n",
       "      <td>0.260816</td>\n",
       "      <td>0.191363</td>\n",
       "      <td>1.338216e-10</td>\n",
       "      <td>1.201756e-11</td>\n",
       "      <td>8.061528e-07</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>0.243061</td>\n",
       "      <td>0.243912</td>\n",
       "      <td>0.198263</td>\n",
       "      <td>2.909287e-10</td>\n",
       "      <td>2.510875e-10</td>\n",
       "      <td>3.132058e-07</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>0.239967</td>\n",
       "      <td>0.129426</td>\n",
       "      <td>0.028995</td>\n",
       "      <td>4.944406e-10</td>\n",
       "      <td>9.000263e-04</td>\n",
       "      <td>4.588185e-01</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>0.214271</td>\n",
       "      <td>0.260816</td>\n",
       "      <td>0.191363</td>\n",
       "      <td>3.063036e-08</td>\n",
       "      <td>1.201756e-11</td>\n",
       "      <td>8.061528e-07</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>0.154389</td>\n",
       "      <td>0.243912</td>\n",
       "      <td>0.198263</td>\n",
       "      <td>7.261514e-05</td>\n",
       "      <td>2.510875e-10</td>\n",
       "      <td>3.132058e-07</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>0.147413</td>\n",
       "      <td>0.351924</td>\n",
       "      <td>0.194216</td>\n",
       "      <td>1.529515e-04</td>\n",
       "      <td>1.567248e-20</td>\n",
       "      <td>5.475722e-07</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>0.147189</td>\n",
       "      <td>0.150189</td>\n",
       "      <td>0.188172</td>\n",
       "      <td>1.565604e-04</td>\n",
       "      <td>1.141541e-04</td>\n",
       "      <td>1.234156e-06</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>0.115950</td>\n",
       "      <td>0.066553</td>\n",
       "      <td>0.147464</td>\n",
       "      <td>2.960034e-03</td>\n",
       "      <td>8.877128e-02</td>\n",
       "      <td>1.521280e-04</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>0.106951</td>\n",
       "      <td>0.049405</td>\n",
       "      <td>0.018130</td>\n",
       "      <td>6.147029e-03</td>\n",
       "      <td>2.066679e-01</td>\n",
       "      <td>6.432555e-01</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>0.103096</td>\n",
       "      <td>0.082029</td>\n",
       "      <td>0.072399</td>\n",
       "      <td>8.277828e-03</td>\n",
       "      <td>3.582689e-02</td>\n",
       "      <td>6.405427e-02</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.102087</td>\n",
       "      <td>0.150189</td>\n",
       "      <td>0.188172</td>\n",
       "      <td>8.934358e-03</td>\n",
       "      <td>1.141541e-04</td>\n",
       "      <td>1.234156e-06</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.096092</td>\n",
       "      <td>-0.175513</td>\n",
       "      <td>-0.139108</td>\n",
       "      <td>1.388252e-02</td>\n",
       "      <td>6.229805e-06</td>\n",
       "      <td>3.559336e-04</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>0.093296</td>\n",
       "      <td>-0.045583</td>\n",
       "      <td>0.039129</td>\n",
       "      <td>1.692373e-02</td>\n",
       "      <td>2.440217e-01</td>\n",
       "      <td>3.173646e-01</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.090851</td>\n",
       "      <td>-0.037881</td>\n",
       "      <td>-0.167802</td>\n",
       "      <td>2.004402e-02</td>\n",
       "      <td>3.330577e-01</td>\n",
       "      <td>1.581759e-05</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.089166</td>\n",
       "      <td>0.039096</td>\n",
       "      <td>-0.139180</td>\n",
       "      <td>2.247738e-02</td>\n",
       "      <td>3.177702e-01</td>\n",
       "      <td>3.534140e-04</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>0.069720</td>\n",
       "      <td>0.082029</td>\n",
       "      <td>0.072399</td>\n",
       "      <td>7.457045e-02</td>\n",
       "      <td>3.582689e-02</td>\n",
       "      <td>6.405427e-02</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.063932</td>\n",
       "      <td>-0.005669</td>\n",
       "      <td>0.103617</td>\n",
       "      <td>1.020977e-01</td>\n",
       "      <td>8.848536e-01</td>\n",
       "      <td>7.955333e-03</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.042518</td>\n",
       "      <td>-0.080009</td>\n",
       "      <td>-0.098037</td>\n",
       "      <td>2.772286e-01</td>\n",
       "      <td>4.065540e-02</td>\n",
       "      <td>1.206196e-02</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>0.037130</td>\n",
       "      <td>0.081966</td>\n",
       "      <td>0.067684</td>\n",
       "      <td>3.427285e-01</td>\n",
       "      <td>3.596941e-02</td>\n",
       "      <td>8.346842e-02</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>0.028277</td>\n",
       "      <td>0.129426</td>\n",
       "      <td>0.028995</td>\n",
       "      <td>4.700180e-01</td>\n",
       "      <td>9.000263e-04</td>\n",
       "      <td>4.588185e-01</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>-0.006222</td>\n",
       "      <td>-0.131917</td>\n",
       "      <td>0.019072</td>\n",
       "      <td>8.737256e-01</td>\n",
       "      <td>7.130701e-04</td>\n",
       "      <td>6.260953e-01</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>-0.008430</td>\n",
       "      <td>-0.012842</td>\n",
       "      <td>-0.057234</td>\n",
       "      <td>8.295082e-01</td>\n",
       "      <td>7.428641e-01</td>\n",
       "      <td>1.434141e-01</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>-0.010931</td>\n",
       "      <td>0.039096</td>\n",
       "      <td>-0.139180</td>\n",
       "      <td>7.800751e-01</td>\n",
       "      <td>3.177702e-01</td>\n",
       "      <td>3.534140e-04</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>-0.018888</td>\n",
       "      <td>-0.131917</td>\n",
       "      <td>0.019072</td>\n",
       "      <td>6.294424e-01</td>\n",
       "      <td>7.130701e-04</td>\n",
       "      <td>6.260953e-01</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>-0.031458</td>\n",
       "      <td>-0.080009</td>\n",
       "      <td>-0.098037</td>\n",
       "      <td>4.215320e-01</td>\n",
       "      <td>4.065540e-02</td>\n",
       "      <td>1.206196e-02</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>-0.049104</td>\n",
       "      <td>0.049405</td>\n",
       "      <td>0.018130</td>\n",
       "      <td>2.094540e-01</td>\n",
       "      <td>2.066679e-01</td>\n",
       "      <td>6.432555e-01</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>-0.050936</td>\n",
       "      <td>0.081966</td>\n",
       "      <td>0.067684</td>\n",
       "      <td>1.929290e-01</td>\n",
       "      <td>3.596941e-02</td>\n",
       "      <td>8.346842e-02</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>-0.060411</td>\n",
       "      <td>-0.012842</td>\n",
       "      <td>-0.057234</td>\n",
       "      <td>1.224544e-01</td>\n",
       "      <td>7.428641e-01</td>\n",
       "      <td>1.434141e-01</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>-0.064580</td>\n",
       "      <td>-0.037881</td>\n",
       "      <td>-0.167802</td>\n",
       "      <td>9.866387e-02</td>\n",
       "      <td>3.330577e-01</td>\n",
       "      <td>1.581759e-05</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.088462</td>\n",
       "      <td>-0.175513</td>\n",
       "      <td>-0.139108</td>\n",
       "      <td>2.356701e-02</td>\n",
       "      <td>6.229805e-06</td>\n",
       "      <td>3.559336e-04</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.100542</td>\n",
       "      <td>-0.005669</td>\n",
       "      <td>0.103617</td>\n",
       "      <td>1.003049e-02</td>\n",
       "      <td>8.848536e-01</td>\n",
       "      <td>7.955333e-03</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>-0.125279</td>\n",
       "      <td>-0.045583</td>\n",
       "      <td>0.039129</td>\n",
       "      <td>1.314508e-03</td>\n",
       "      <td>2.440217e-01</td>\n",
       "      <td>3.173646e-01</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>-0.211023</td>\n",
       "      <td>0.066553</td>\n",
       "      <td>0.147464</td>\n",
       "      <td>4.983784e-08</td>\n",
       "      <td>8.877128e-02</td>\n",
       "      <td>1.521280e-04</td>\n",
       "      <td>ema_THINK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.231890</td>\n",
       "      <td>-0.075237</td>\n",
       "      <td>-0.073869</td>\n",
       "      <td>1.907778e-09</td>\n",
       "      <td>5.428072e-02</td>\n",
       "      <td>5.882623e-02</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.229135</td>\n",
       "      <td>0.011422</td>\n",
       "      <td>-0.077243</td>\n",
       "      <td>2.989821e-09</td>\n",
       "      <td>7.704501e-01</td>\n",
       "      <td>4.814826e-02</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.214999</td>\n",
       "      <td>0.197850</td>\n",
       "      <td>-0.093058</td>\n",
       "      <td>2.743632e-08</td>\n",
       "      <td>3.317620e-07</td>\n",
       "      <td>1.720753e-02</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>0.177923</td>\n",
       "      <td>-0.209880</td>\n",
       "      <td>-0.131048</td>\n",
       "      <td>4.616962e-06</td>\n",
       "      <td>5.903742e-08</td>\n",
       "      <td>7.737979e-04</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>0.171693</td>\n",
       "      <td>-0.095925</td>\n",
       "      <td>-0.093729</td>\n",
       "      <td>9.934652e-06</td>\n",
       "      <td>1.404997e-02</td>\n",
       "      <td>1.641764e-02</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>0.155520</td>\n",
       "      <td>0.107096</td>\n",
       "      <td>0.092818</td>\n",
       "      <td>6.416391e-05</td>\n",
       "      <td>6.077838e-03</td>\n",
       "      <td>1.749699e-02</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>0.152962</td>\n",
       "      <td>0.240722</td>\n",
       "      <td>0.166540</td>\n",
       "      <td>8.479881e-05</td>\n",
       "      <td>4.346854e-10</td>\n",
       "      <td>1.835023e-05</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>0.150841</td>\n",
       "      <td>0.121735</td>\n",
       "      <td>0.020436</td>\n",
       "      <td>1.064985e-04</td>\n",
       "      <td>1.801083e-03</td>\n",
       "      <td>6.016233e-01</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.121559</td>\n",
       "      <td>-0.061719</td>\n",
       "      <td>0.063759</td>\n",
       "      <td>1.829018e-03</td>\n",
       "      <td>1.145500e-01</td>\n",
       "      <td>1.030328e-01</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>0.114584</td>\n",
       "      <td>-0.161103</td>\n",
       "      <td>-0.026579</td>\n",
       "      <td>3.318134e-03</td>\n",
       "      <td>3.438041e-05</td>\n",
       "      <td>4.971043e-01</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.114029</td>\n",
       "      <td>0.240722</td>\n",
       "      <td>0.166540</td>\n",
       "      <td>3.474420e-03</td>\n",
       "      <td>4.346854e-10</td>\n",
       "      <td>1.835023e-05</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.104097</td>\n",
       "      <td>-0.058649</td>\n",
       "      <td>0.040145</td>\n",
       "      <td>7.668975e-03</td>\n",
       "      <td>1.337658e-01</td>\n",
       "      <td>3.049483e-01</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>0.098873</td>\n",
       "      <td>0.121735</td>\n",
       "      <td>0.020436</td>\n",
       "      <td>1.134691e-02</td>\n",
       "      <td>1.801083e-03</td>\n",
       "      <td>6.016233e-01</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>0.090723</td>\n",
       "      <td>0.107096</td>\n",
       "      <td>0.092818</td>\n",
       "      <td>2.022141e-02</td>\n",
       "      <td>6.077838e-03</td>\n",
       "      <td>1.749699e-02</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>0.066622</td>\n",
       "      <td>0.118985</td>\n",
       "      <td>0.020096</td>\n",
       "      <td>8.843819e-02</td>\n",
       "      <td>2.286922e-03</td>\n",
       "      <td>6.076894e-01</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>0.039952</td>\n",
       "      <td>-0.103551</td>\n",
       "      <td>-0.119324</td>\n",
       "      <td>3.072796e-01</td>\n",
       "      <td>7.995591e-03</td>\n",
       "      <td>2.221153e-03</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>0.038909</td>\n",
       "      <td>-0.126216</td>\n",
       "      <td>-0.169513</td>\n",
       "      <td>3.200949e-01</td>\n",
       "      <td>1.207874e-03</td>\n",
       "      <td>1.290859e-05</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>0.030825</td>\n",
       "      <td>-0.215831</td>\n",
       "      <td>-0.218496</td>\n",
       "      <td>4.309355e-01</td>\n",
       "      <td>2.417650e-08</td>\n",
       "      <td>1.607388e-08</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>0.007644</td>\n",
       "      <td>-0.061719</td>\n",
       "      <td>0.063759</td>\n",
       "      <td>8.451882e-01</td>\n",
       "      <td>1.145500e-01</td>\n",
       "      <td>1.030328e-01</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>-0.005931</td>\n",
       "      <td>-0.161103</td>\n",
       "      <td>-0.026579</td>\n",
       "      <td>8.795884e-01</td>\n",
       "      <td>3.438041e-05</td>\n",
       "      <td>4.971043e-01</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>-0.006710</td>\n",
       "      <td>-0.058649</td>\n",
       "      <td>0.040145</td>\n",
       "      <td>8.638998e-01</td>\n",
       "      <td>1.337658e-01</td>\n",
       "      <td>3.049483e-01</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>-0.030568</td>\n",
       "      <td>0.118985</td>\n",
       "      <td>0.020096</td>\n",
       "      <td>4.347992e-01</td>\n",
       "      <td>2.286922e-03</td>\n",
       "      <td>6.076894e-01</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>-0.060705</td>\n",
       "      <td>-0.213772</td>\n",
       "      <td>-0.221565</td>\n",
       "      <td>1.206406e-01</td>\n",
       "      <td>3.302218e-08</td>\n",
       "      <td>9.980748e-09</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.083424</td>\n",
       "      <td>-0.075237</td>\n",
       "      <td>-0.073869</td>\n",
       "      <td>3.278502e-02</td>\n",
       "      <td>5.428072e-02</td>\n",
       "      <td>5.882623e-02</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>-0.092261</td>\n",
       "      <td>-0.108280</td>\n",
       "      <td>-0.054422</td>\n",
       "      <td>1.818829e-02</td>\n",
       "      <td>5.535895e-03</td>\n",
       "      <td>1.641705e-01</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>-0.110779</td>\n",
       "      <td>0.011422</td>\n",
       "      <td>-0.077243</td>\n",
       "      <td>4.532908e-03</td>\n",
       "      <td>7.704501e-01</td>\n",
       "      <td>4.814826e-02</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>-0.130865</td>\n",
       "      <td>-0.103551</td>\n",
       "      <td>-0.119324</td>\n",
       "      <td>7.871584e-04</td>\n",
       "      <td>7.995591e-03</td>\n",
       "      <td>2.221153e-03</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>-0.146760</td>\n",
       "      <td>-0.095925</td>\n",
       "      <td>-0.093729</td>\n",
       "      <td>1.637291e-04</td>\n",
       "      <td>1.404997e-02</td>\n",
       "      <td>1.641764e-02</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>-0.164134</td>\n",
       "      <td>-0.108280</td>\n",
       "      <td>-0.054422</td>\n",
       "      <td>2.428746e-05</td>\n",
       "      <td>5.535895e-03</td>\n",
       "      <td>1.641705e-01</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>-0.169925</td>\n",
       "      <td>-0.126216</td>\n",
       "      <td>-0.169513</td>\n",
       "      <td>1.228799e-05</td>\n",
       "      <td>1.207874e-03</td>\n",
       "      <td>1.290859e-05</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>-0.221303</td>\n",
       "      <td>-0.213772</td>\n",
       "      <td>-0.221565</td>\n",
       "      <td>1.039835e-08</td>\n",
       "      <td>3.302218e-08</td>\n",
       "      <td>9.980748e-09</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>-0.222671</td>\n",
       "      <td>-0.215831</td>\n",
       "      <td>-0.218496</td>\n",
       "      <td>8.391751e-09</td>\n",
       "      <td>2.417650e-08</td>\n",
       "      <td>1.607388e-08</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.237247</td>\n",
       "      <td>0.197850</td>\n",
       "      <td>-0.093058</td>\n",
       "      <td>7.833841e-10</td>\n",
       "      <td>3.317620e-07</td>\n",
       "      <td>1.720753e-02</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>-0.246670</td>\n",
       "      <td>-0.209880</td>\n",
       "      <td>-0.131048</td>\n",
       "      <td>1.552700e-10</td>\n",
       "      <td>5.903742e-08</td>\n",
       "      <td>7.737979e-04</td>\n",
       "      <td>ema_VOICES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.224732</td>\n",
       "      <td>-0.028324</td>\n",
       "      <td>-0.096731</td>\n",
       "      <td>6.059435e-09</td>\n",
       "      <td>4.692790e-01</td>\n",
       "      <td>1.325990e-02</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.218076</td>\n",
       "      <td>0.358860</td>\n",
       "      <td>-0.004631</td>\n",
       "      <td>1.714846e-08</td>\n",
       "      <td>2.436163e-21</td>\n",
       "      <td>9.058409e-01</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>0.203879</td>\n",
       "      <td>-0.219292</td>\n",
       "      <td>-0.140617</td>\n",
       "      <td>1.414973e-07</td>\n",
       "      <td>1.421596e-08</td>\n",
       "      <td>3.063195e-04</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>0.199188</td>\n",
       "      <td>0.188116</td>\n",
       "      <td>0.038644</td>\n",
       "      <td>2.752241e-07</td>\n",
       "      <td>1.243391e-06</td>\n",
       "      <td>3.233955e-01</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>0.179949</td>\n",
       "      <td>0.128277</td>\n",
       "      <td>0.125412</td>\n",
       "      <td>3.577931e-06</td>\n",
       "      <td>1.000694e-03</td>\n",
       "      <td>1.298778e-03</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>0.178355</td>\n",
       "      <td>-0.201682</td>\n",
       "      <td>-0.186533</td>\n",
       "      <td>4.373812e-06</td>\n",
       "      <td>1.936273e-07</td>\n",
       "      <td>1.531607e-06</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>0.170305</td>\n",
       "      <td>0.242718</td>\n",
       "      <td>-0.033529</td>\n",
       "      <td>1.174136e-05</td>\n",
       "      <td>3.086289e-10</td>\n",
       "      <td>3.916108e-01</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.146922</td>\n",
       "      <td>-0.148207</td>\n",
       "      <td>-0.125073</td>\n",
       "      <td>1.609854e-04</td>\n",
       "      <td>1.407508e-04</td>\n",
       "      <td>1.339064e-03</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.137205</td>\n",
       "      <td>0.240884</td>\n",
       "      <td>0.081076</td>\n",
       "      <td>4.292090e-04</td>\n",
       "      <td>4.228613e-10</td>\n",
       "      <td>3.804043e-02</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.134033</td>\n",
       "      <td>-0.032580</td>\n",
       "      <td>0.054415</td>\n",
       "      <td>5.832445e-04</td>\n",
       "      <td>4.051528e-01</td>\n",
       "      <td>1.642213e-01</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.130898</td>\n",
       "      <td>-0.037454</td>\n",
       "      <td>0.063040</td>\n",
       "      <td>7.847544e-04</td>\n",
       "      <td>3.385317e-01</td>\n",
       "      <td>1.069809e-01</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>0.092350</td>\n",
       "      <td>0.240884</td>\n",
       "      <td>0.081076</td>\n",
       "      <td>1.807607e-02</td>\n",
       "      <td>4.228613e-10</td>\n",
       "      <td>3.804043e-02</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>0.088916</td>\n",
       "      <td>0.128277</td>\n",
       "      <td>0.125412</td>\n",
       "      <td>2.285847e-02</td>\n",
       "      <td>1.000694e-03</td>\n",
       "      <td>1.298778e-03</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>0.045899</td>\n",
       "      <td>-0.184066</td>\n",
       "      <td>-0.183357</td>\n",
       "      <td>2.407683e-01</td>\n",
       "      <td>2.112169e-06</td>\n",
       "      <td>2.314761e-06</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>0.016925</td>\n",
       "      <td>0.242718</td>\n",
       "      <td>-0.033529</td>\n",
       "      <td>6.654839e-01</td>\n",
       "      <td>3.086289e-10</td>\n",
       "      <td>3.916108e-01</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>0.006944</td>\n",
       "      <td>-0.059223</td>\n",
       "      <td>-0.089271</td>\n",
       "      <td>8.592196e-01</td>\n",
       "      <td>1.299908e-01</td>\n",
       "      <td>2.231809e-02</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>-0.007010</td>\n",
       "      <td>-0.374274</td>\n",
       "      <td>-0.219178</td>\n",
       "      <td>8.578806e-01</td>\n",
       "      <td>3.292137e-23</td>\n",
       "      <td>1.446892e-08</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>-0.021151</td>\n",
       "      <td>-0.037454</td>\n",
       "      <td>0.063040</td>\n",
       "      <td>5.889617e-01</td>\n",
       "      <td>3.385317e-01</td>\n",
       "      <td>1.069809e-01</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>-0.028880</td>\n",
       "      <td>-0.032580</td>\n",
       "      <td>0.054415</td>\n",
       "      <td>4.605983e-01</td>\n",
       "      <td>4.051528e-01</td>\n",
       "      <td>1.642213e-01</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>-0.039000</td>\n",
       "      <td>-0.289448</td>\n",
       "      <td>-0.288369</td>\n",
       "      <td>3.189601e-01</td>\n",
       "      <td>4.156341e-14</td>\n",
       "      <td>5.208676e-14</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>-0.062821</td>\n",
       "      <td>0.188116</td>\n",
       "      <td>0.038644</td>\n",
       "      <td>1.082098e-01</td>\n",
       "      <td>1.243391e-06</td>\n",
       "      <td>3.233955e-01</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>-0.063786</td>\n",
       "      <td>-0.059223</td>\n",
       "      <td>-0.089271</td>\n",
       "      <td>1.028843e-01</td>\n",
       "      <td>1.299908e-01</td>\n",
       "      <td>2.231809e-02</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>-0.070581</td>\n",
       "      <td>-0.282557</td>\n",
       "      <td>-0.272684</td>\n",
       "      <td>7.104636e-02</td>\n",
       "      <td>1.727949e-13</td>\n",
       "      <td>1.243504e-12</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>-0.108609</td>\n",
       "      <td>-0.178934</td>\n",
       "      <td>-0.068131</td>\n",
       "      <td>5.393191e-03</td>\n",
       "      <td>4.066754e-06</td>\n",
       "      <td>8.144539e-02</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>-0.130638</td>\n",
       "      <td>-0.219292</td>\n",
       "      <td>-0.140617</td>\n",
       "      <td>8.040059e-04</td>\n",
       "      <td>1.421596e-08</td>\n",
       "      <td>3.063195e-04</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.141257</td>\n",
       "      <td>-0.148207</td>\n",
       "      <td>-0.125073</td>\n",
       "      <td>2.872997e-04</td>\n",
       "      <td>1.407508e-04</td>\n",
       "      <td>1.339064e-03</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>-0.156166</td>\n",
       "      <td>-0.028324</td>\n",
       "      <td>-0.096731</td>\n",
       "      <td>5.975818e-05</td>\n",
       "      <td>4.692790e-01</td>\n",
       "      <td>1.325990e-02</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>-0.176752</td>\n",
       "      <td>-0.184066</td>\n",
       "      <td>-0.183357</td>\n",
       "      <td>5.342922e-06</td>\n",
       "      <td>2.112169e-06</td>\n",
       "      <td>2.314761e-06</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.182297</td>\n",
       "      <td>0.358860</td>\n",
       "      <td>-0.004631</td>\n",
       "      <td>2.652826e-06</td>\n",
       "      <td>2.436163e-21</td>\n",
       "      <td>9.058409e-01</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>-0.232297</td>\n",
       "      <td>-0.201682</td>\n",
       "      <td>-0.186533</td>\n",
       "      <td>1.784343e-09</td>\n",
       "      <td>1.936273e-07</td>\n",
       "      <td>1.531607e-06</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>-0.250955</td>\n",
       "      <td>-0.178934</td>\n",
       "      <td>-0.068131</td>\n",
       "      <td>7.271377e-11</td>\n",
       "      <td>4.066754e-06</td>\n",
       "      <td>8.144539e-02</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>-0.289134</td>\n",
       "      <td>-0.282557</td>\n",
       "      <td>-0.272684</td>\n",
       "      <td>4.438141e-14</td>\n",
       "      <td>1.727949e-13</td>\n",
       "      <td>1.243504e-12</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>-0.294270</td>\n",
       "      <td>-0.289448</td>\n",
       "      <td>-0.288369</td>\n",
       "      <td>1.497885e-14</td>\n",
       "      <td>4.156341e-14</td>\n",
       "      <td>5.208676e-14</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>-0.354861</td>\n",
       "      <td>-0.374274</td>\n",
       "      <td>-0.219178</td>\n",
       "      <td>7.165177e-21</td>\n",
       "      <td>3.292137e-23</td>\n",
       "      <td>1.446892e-08</td>\n",
       "      <td>ema_neg_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>0.360495</td>\n",
       "      <td>0.414439</td>\n",
       "      <td>0.216291</td>\n",
       "      <td>1.560261e-21</td>\n",
       "      <td>1.418361e-28</td>\n",
       "      <td>2.254099e-08</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>0.286173</td>\n",
       "      <td>0.307832</td>\n",
       "      <td>0.250655</td>\n",
       "      <td>8.220323e-14</td>\n",
       "      <td>7.640535e-16</td>\n",
       "      <td>7.670907e-11</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>0.284572</td>\n",
       "      <td>0.292414</td>\n",
       "      <td>0.253649</td>\n",
       "      <td>1.143638e-13</td>\n",
       "      <td>2.223587e-14</td>\n",
       "      <td>4.480594e-11</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>0.264107</td>\n",
       "      <td>0.149970</td>\n",
       "      <td>0.035773</td>\n",
       "      <td>6.479176e-12</td>\n",
       "      <td>1.168495e-04</td>\n",
       "      <td>3.606792e-01</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>0.234758</td>\n",
       "      <td>0.307832</td>\n",
       "      <td>0.250655</td>\n",
       "      <td>1.187883e-09</td>\n",
       "      <td>7.640535e-16</td>\n",
       "      <td>7.670907e-11</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>0.218851</td>\n",
       "      <td>0.414439</td>\n",
       "      <td>0.216291</td>\n",
       "      <td>1.521685e-08</td>\n",
       "      <td>1.418361e-28</td>\n",
       "      <td>2.254099e-08</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>0.189238</td>\n",
       "      <td>0.292414</td>\n",
       "      <td>0.253649</td>\n",
       "      <td>1.071356e-06</td>\n",
       "      <td>2.223587e-14</td>\n",
       "      <td>4.480594e-11</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>0.170200</td>\n",
       "      <td>0.146017</td>\n",
       "      <td>0.204348</td>\n",
       "      <td>1.188943e-05</td>\n",
       "      <td>1.768493e-04</td>\n",
       "      <td>1.322793e-07</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>0.138520</td>\n",
       "      <td>0.018513</td>\n",
       "      <td>0.063763</td>\n",
       "      <td>3.772433e-04</td>\n",
       "      <td>6.362557e-01</td>\n",
       "      <td>1.030106e-01</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>0.137756</td>\n",
       "      <td>-0.013406</td>\n",
       "      <td>0.094128</td>\n",
       "      <td>4.066743e-04</td>\n",
       "      <td>7.320078e-01</td>\n",
       "      <td>1.596260e-02</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>0.133756</td>\n",
       "      <td>0.088645</td>\n",
       "      <td>0.160370</td>\n",
       "      <td>5.989377e-04</td>\n",
       "      <td>2.327842e-02</td>\n",
       "      <td>3.736141e-05</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.120954</td>\n",
       "      <td>0.049214</td>\n",
       "      <td>-0.139420</td>\n",
       "      <td>1.928407e-03</td>\n",
       "      <td>2.084350e-01</td>\n",
       "      <td>3.451048e-04</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.113353</td>\n",
       "      <td>-0.210857</td>\n",
       "      <td>-0.144632</td>\n",
       "      <td>3.673970e-03</td>\n",
       "      <td>5.108123e-08</td>\n",
       "      <td>2.039701e-04</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.107512</td>\n",
       "      <td>-0.042074</td>\n",
       "      <td>-0.180340</td>\n",
       "      <td>5.882082e-03</td>\n",
       "      <td>2.822823e-01</td>\n",
       "      <td>3.404709e-06</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.095466</td>\n",
       "      <td>0.146017</td>\n",
       "      <td>0.204348</td>\n",
       "      <td>1.451828e-02</td>\n",
       "      <td>1.768493e-04</td>\n",
       "      <td>1.322793e-07</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>0.085663</td>\n",
       "      <td>0.065012</td>\n",
       "      <td>0.062223</td>\n",
       "      <td>2.836350e-02</td>\n",
       "      <td>9.642799e-02</td>\n",
       "      <td>1.116142e-01</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>0.081873</td>\n",
       "      <td>0.065012</td>\n",
       "      <td>0.062223</td>\n",
       "      <td>3.618194e-02</td>\n",
       "      <td>9.642799e-02</td>\n",
       "      <td>1.116142e-01</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.078632</td>\n",
       "      <td>-0.085503</td>\n",
       "      <td>-0.044581</td>\n",
       "      <td>4.425137e-02</td>\n",
       "      <td>2.866170e-02</td>\n",
       "      <td>2.545593e-01</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.069270</td>\n",
       "      <td>0.007929</td>\n",
       "      <td>0.121113</td>\n",
       "      <td>7.646850e-02</td>\n",
       "      <td>8.394892e-01</td>\n",
       "      <td>1.901725e-03</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>0.063330</td>\n",
       "      <td>0.130938</td>\n",
       "      <td>0.119077</td>\n",
       "      <td>1.053742e-01</td>\n",
       "      <td>7.817985e-04</td>\n",
       "      <td>2.268878e-03</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>0.042897</td>\n",
       "      <td>0.149970</td>\n",
       "      <td>0.035773</td>\n",
       "      <td>2.729619e-01</td>\n",
       "      <td>1.168495e-04</td>\n",
       "      <td>3.606792e-01</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>-0.003416</td>\n",
       "      <td>-0.034867</td>\n",
       "      <td>-0.053644</td>\n",
       "      <td>9.304619e-01</td>\n",
       "      <td>3.729713e-01</td>\n",
       "      <td>1.702877e-01</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>-0.013051</td>\n",
       "      <td>0.049214</td>\n",
       "      <td>-0.139420</td>\n",
       "      <td>7.388409e-01</td>\n",
       "      <td>2.084350e-01</td>\n",
       "      <td>3.451048e-04</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>-0.018859</td>\n",
       "      <td>-0.085503</td>\n",
       "      <td>-0.044581</td>\n",
       "      <td>6.299628e-01</td>\n",
       "      <td>2.866170e-02</td>\n",
       "      <td>2.545593e-01</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>-0.040973</td>\n",
       "      <td>-0.171330</td>\n",
       "      <td>-0.005386</td>\n",
       "      <td>2.950718e-01</td>\n",
       "      <td>1.037983e-05</td>\n",
       "      <td>8.905805e-01</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>-0.041228</td>\n",
       "      <td>-0.171330</td>\n",
       "      <td>-0.005386</td>\n",
       "      <td>2.920707e-01</td>\n",
       "      <td>1.037983e-05</td>\n",
       "      <td>8.905805e-01</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>-0.043134</td>\n",
       "      <td>0.130938</td>\n",
       "      <td>0.119077</td>\n",
       "      <td>2.703214e-01</td>\n",
       "      <td>7.817985e-04</td>\n",
       "      <td>2.268878e-03</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>-0.073089</td>\n",
       "      <td>-0.042074</td>\n",
       "      <td>-0.180340</td>\n",
       "      <td>6.155393e-02</td>\n",
       "      <td>2.822823e-01</td>\n",
       "      <td>3.404709e-06</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>-0.077082</td>\n",
       "      <td>-0.034867</td>\n",
       "      <td>-0.053644</td>\n",
       "      <td>4.861828e-02</td>\n",
       "      <td>3.729713e-01</td>\n",
       "      <td>1.702877e-01</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.077552</td>\n",
       "      <td>0.007929</td>\n",
       "      <td>0.121113</td>\n",
       "      <td>4.725686e-02</td>\n",
       "      <td>8.394892e-01</td>\n",
       "      <td>1.901725e-03</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>-0.081052</td>\n",
       "      <td>0.018513</td>\n",
       "      <td>0.063763</td>\n",
       "      <td>3.809751e-02</td>\n",
       "      <td>6.362557e-01</td>\n",
       "      <td>1.030106e-01</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.089473</td>\n",
       "      <td>-0.210857</td>\n",
       "      <td>-0.144632</td>\n",
       "      <td>2.201584e-02</td>\n",
       "      <td>5.108123e-08</td>\n",
       "      <td>2.039701e-04</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>-0.125689</td>\n",
       "      <td>-0.013406</td>\n",
       "      <td>0.094128</td>\n",
       "      <td>1.266807e-03</td>\n",
       "      <td>7.320078e-01</td>\n",
       "      <td>1.596260e-02</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>-0.253100</td>\n",
       "      <td>0.088645</td>\n",
       "      <td>0.160370</td>\n",
       "      <td>4.947604e-11</td>\n",
       "      <td>2.327842e-02</td>\n",
       "      <td>3.736141e-05</td>\n",
       "      <td>ema_pos_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>0.332252</td>\n",
       "      <td>0.280238</td>\n",
       "      <td>0.270397</td>\n",
       "      <td>2.404769e-18</td>\n",
       "      <td>2.766755e-13</td>\n",
       "      <td>1.942305e-12</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>0.190868</td>\n",
       "      <td>0.200856</td>\n",
       "      <td>0.112638</td>\n",
       "      <td>8.617135e-07</td>\n",
       "      <td>2.176346e-07</td>\n",
       "      <td>3.896510e-03</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.154217</td>\n",
       "      <td>-0.081526</td>\n",
       "      <td>-0.046186</td>\n",
       "      <td>7.399731e-05</td>\n",
       "      <td>3.698133e-02</td>\n",
       "      <td>2.378336e-01</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>0.142333</td>\n",
       "      <td>-0.014559</td>\n",
       "      <td>0.078539</td>\n",
       "      <td>2.578006e-04</td>\n",
       "      <td>7.099635e-01</td>\n",
       "      <td>4.450355e-02</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>0.136951</td>\n",
       "      <td>0.070696</td>\n",
       "      <td>0.140490</td>\n",
       "      <td>4.399681e-04</td>\n",
       "      <td>7.058795e-02</td>\n",
       "      <td>3.102460e-04</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>0.128685</td>\n",
       "      <td>-0.209709</td>\n",
       "      <td>0.163865</td>\n",
       "      <td>9.638804e-04</td>\n",
       "      <td>6.054833e-08</td>\n",
       "      <td>2.505671e-05</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>0.120024</td>\n",
       "      <td>0.150590</td>\n",
       "      <td>0.057443</td>\n",
       "      <td>2.090724e-03</td>\n",
       "      <td>1.093931e-04</td>\n",
       "      <td>1.419592e-01</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>0.111829</td>\n",
       "      <td>0.030939</td>\n",
       "      <td>0.102900</td>\n",
       "      <td>4.162856e-03</td>\n",
       "      <td>4.292446e-01</td>\n",
       "      <td>8.401663e-03</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>0.081232</td>\n",
       "      <td>0.150590</td>\n",
       "      <td>0.057443</td>\n",
       "      <td>3.766841e-02</td>\n",
       "      <td>1.093931e-04</td>\n",
       "      <td>1.419592e-01</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>0.077875</td>\n",
       "      <td>0.280238</td>\n",
       "      <td>0.270397</td>\n",
       "      <td>4.634236e-02</td>\n",
       "      <td>2.766755e-13</td>\n",
       "      <td>1.942305e-12</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>0.068839</td>\n",
       "      <td>-0.121685</td>\n",
       "      <td>-0.069681</td>\n",
       "      <td>7.832129e-02</td>\n",
       "      <td>1.808931e-03</td>\n",
       "      <td>7.473219e-02</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>0.044741</td>\n",
       "      <td>-0.028169</td>\n",
       "      <td>0.011150</td>\n",
       "      <td>2.528520e-01</td>\n",
       "      <td>4.717055e-01</td>\n",
       "      <td>7.757724e-01</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.044545</td>\n",
       "      <td>-0.016286</td>\n",
       "      <td>0.102943</td>\n",
       "      <td>2.549452e-01</td>\n",
       "      <td>6.773748e-01</td>\n",
       "      <td>8.374654e-03</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>0.040837</td>\n",
       "      <td>-0.135580</td>\n",
       "      <td>-0.102118</td>\n",
       "      <td>2.966776e-01</td>\n",
       "      <td>5.026474e-04</td>\n",
       "      <td>8.913875e-03</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>0.039230</td>\n",
       "      <td>0.070696</td>\n",
       "      <td>0.140490</td>\n",
       "      <td>3.161144e-01</td>\n",
       "      <td>7.058795e-02</td>\n",
       "      <td>3.102460e-04</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.038115</td>\n",
       "      <td>-0.134656</td>\n",
       "      <td>-0.057314</td>\n",
       "      <td>3.300788e-01</td>\n",
       "      <td>5.494705e-04</td>\n",
       "      <td>1.428540e-01</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.032107</td>\n",
       "      <td>-0.272091</td>\n",
       "      <td>-0.157593</td>\n",
       "      <td>4.120134e-01</td>\n",
       "      <td>1.396371e-12</td>\n",
       "      <td>5.102034e-05</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>0.019268</td>\n",
       "      <td>-0.092636</td>\n",
       "      <td>0.055638</td>\n",
       "      <td>6.225484e-01</td>\n",
       "      <td>1.772071e-02</td>\n",
       "      <td>1.549312e-01</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>0.018775</td>\n",
       "      <td>0.030939</td>\n",
       "      <td>0.102900</td>\n",
       "      <td>6.314885e-01</td>\n",
       "      <td>4.292446e-01</td>\n",
       "      <td>8.401663e-03</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>0.017085</td>\n",
       "      <td>-0.014559</td>\n",
       "      <td>0.078539</td>\n",
       "      <td>6.625174e-01</td>\n",
       "      <td>7.099635e-01</td>\n",
       "      <td>4.450355e-02</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>-0.003795</td>\n",
       "      <td>0.200856</td>\n",
       "      <td>0.112638</td>\n",
       "      <td>9.227656e-01</td>\n",
       "      <td>2.176346e-07</td>\n",
       "      <td>3.896510e-03</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>-0.008490</td>\n",
       "      <td>-0.086122</td>\n",
       "      <td>0.082376</td>\n",
       "      <td>8.283157e-01</td>\n",
       "      <td>2.752433e-02</td>\n",
       "      <td>3.504717e-02</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>-0.015031</td>\n",
       "      <td>-0.086122</td>\n",
       "      <td>0.082376</td>\n",
       "      <td>7.009926e-01</td>\n",
       "      <td>2.752433e-02</td>\n",
       "      <td>3.504717e-02</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>-0.044678</td>\n",
       "      <td>-0.158240</td>\n",
       "      <td>-0.038612</td>\n",
       "      <td>2.535279e-01</td>\n",
       "      <td>4.746886e-05</td>\n",
       "      <td>3.238051e-01</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>-0.055418</td>\n",
       "      <td>-0.092636</td>\n",
       "      <td>0.055638</td>\n",
       "      <td>1.565763e-01</td>\n",
       "      <td>1.772071e-02</td>\n",
       "      <td>1.549312e-01</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>-0.055960</td>\n",
       "      <td>-0.016286</td>\n",
       "      <td>0.102943</td>\n",
       "      <td>1.525518e-01</td>\n",
       "      <td>6.773748e-01</td>\n",
       "      <td>8.374654e-03</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>-0.072559</td>\n",
       "      <td>-0.028169</td>\n",
       "      <td>0.011150</td>\n",
       "      <td>6.346700e-02</td>\n",
       "      <td>4.717055e-01</td>\n",
       "      <td>7.757724e-01</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.100149</td>\n",
       "      <td>-0.134656</td>\n",
       "      <td>-0.057314</td>\n",
       "      <td>1.032760e-02</td>\n",
       "      <td>5.494705e-04</td>\n",
       "      <td>1.428540e-01</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.142013</td>\n",
       "      <td>-0.081526</td>\n",
       "      <td>-0.046186</td>\n",
       "      <td>2.662632e-04</td>\n",
       "      <td>3.698133e-02</td>\n",
       "      <td>2.378336e-01</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>-0.162805</td>\n",
       "      <td>-0.121685</td>\n",
       "      <td>-0.069681</td>\n",
       "      <td>2.830842e-05</td>\n",
       "      <td>1.808931e-03</td>\n",
       "      <td>7.473219e-02</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>-0.170853</td>\n",
       "      <td>-0.135580</td>\n",
       "      <td>-0.102118</td>\n",
       "      <td>1.099393e-05</td>\n",
       "      <td>5.026474e-04</td>\n",
       "      <td>8.913875e-03</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>-0.255345</td>\n",
       "      <td>-0.158240</td>\n",
       "      <td>-0.038612</td>\n",
       "      <td>3.293295e-11</td>\n",
       "      <td>4.746886e-05</td>\n",
       "      <td>3.238051e-01</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>-0.256007</td>\n",
       "      <td>-0.272091</td>\n",
       "      <td>-0.157593</td>\n",
       "      <td>2.918686e-11</td>\n",
       "      <td>1.396371e-12</td>\n",
       "      <td>5.102034e-05</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>-0.303161</td>\n",
       "      <td>-0.209709</td>\n",
       "      <td>0.163865</td>\n",
       "      <td>2.167492e-15</td>\n",
       "      <td>6.054833e-08</td>\n",
       "      <td>2.505671e-05</td>\n",
       "      <td>ema_resp_time_median</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>0.265301</td>\n",
       "      <td>-0.160051</td>\n",
       "      <td>-0.173292</td>\n",
       "      <td>5.167261e-12</td>\n",
       "      <td>3.873452e-05</td>\n",
       "      <td>8.181981e-06</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>0.176208</td>\n",
       "      <td>0.094544</td>\n",
       "      <td>-0.046704</td>\n",
       "      <td>5.716211e-06</td>\n",
       "      <td>1.550025e-02</td>\n",
       "      <td>2.326124e-01</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>0.110404</td>\n",
       "      <td>-0.180923</td>\n",
       "      <td>-0.165951</td>\n",
       "      <td>4.672039e-03</td>\n",
       "      <td>3.161782e-06</td>\n",
       "      <td>1.966254e-05</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>0.105275</td>\n",
       "      <td>0.227121</td>\n",
       "      <td>-0.011544</td>\n",
       "      <td>7.004052e-03</td>\n",
       "      <td>4.138003e-09</td>\n",
       "      <td>7.680703e-01</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>0.092975</td>\n",
       "      <td>0.082029</td>\n",
       "      <td>0.093545</td>\n",
       "      <td>1.730739e-02</td>\n",
       "      <td>3.582561e-02</td>\n",
       "      <td>1.663086e-02</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>0.084019</td>\n",
       "      <td>0.082029</td>\n",
       "      <td>0.093545</td>\n",
       "      <td>3.155664e-02</td>\n",
       "      <td>3.582561e-02</td>\n",
       "      <td>1.663086e-02</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>0.054794</td>\n",
       "      <td>0.167708</td>\n",
       "      <td>0.067232</td>\n",
       "      <td>1.612987e-01</td>\n",
       "      <td>1.599418e-05</td>\n",
       "      <td>8.555403e-02</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>0.040285</td>\n",
       "      <td>0.011715</td>\n",
       "      <td>0.151706</td>\n",
       "      <td>3.032645e-01</td>\n",
       "      <td>7.647487e-01</td>\n",
       "      <td>9.707740e-05</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.036857</td>\n",
       "      <td>-0.112520</td>\n",
       "      <td>-0.183387</td>\n",
       "      <td>3.462999e-01</td>\n",
       "      <td>3.934379e-03</td>\n",
       "      <td>2.306079e-06</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>0.035823</td>\n",
       "      <td>0.227121</td>\n",
       "      <td>-0.011544</td>\n",
       "      <td>3.600043e-01</td>\n",
       "      <td>4.138003e-09</td>\n",
       "      <td>7.680703e-01</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.021627</td>\n",
       "      <td>0.306821</td>\n",
       "      <td>0.096615</td>\n",
       "      <td>5.806100e-01</td>\n",
       "      <td>9.590272e-16</td>\n",
       "      <td>1.337069e-02</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.019415</td>\n",
       "      <td>-0.072690</td>\n",
       "      <td>-0.139441</td>\n",
       "      <td>6.198975e-01</td>\n",
       "      <td>6.299103e-02</td>\n",
       "      <td>3.443922e-04</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>0.008614</td>\n",
       "      <td>0.167708</td>\n",
       "      <td>0.067232</td>\n",
       "      <td>8.258385e-01</td>\n",
       "      <td>1.599418e-05</td>\n",
       "      <td>8.555403e-02</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>0.006018</td>\n",
       "      <td>-0.093862</td>\n",
       "      <td>-0.074449</td>\n",
       "      <td>8.778208e-01</td>\n",
       "      <td>1.626417e-02</td>\n",
       "      <td>5.686286e-02</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>-0.004202</td>\n",
       "      <td>-0.048380</td>\n",
       "      <td>0.119861</td>\n",
       "      <td>9.145202e-01</td>\n",
       "      <td>2.162555e-01</td>\n",
       "      <td>2.120370e-03</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.011191</td>\n",
       "      <td>-0.072690</td>\n",
       "      <td>-0.139441</td>\n",
       "      <td>7.749811e-01</td>\n",
       "      <td>6.299103e-02</td>\n",
       "      <td>3.443922e-04</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>-0.013961</td>\n",
       "      <td>0.011715</td>\n",
       "      <td>0.151706</td>\n",
       "      <td>7.213658e-01</td>\n",
       "      <td>7.647487e-01</td>\n",
       "      <td>9.707740e-05</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.021684</td>\n",
       "      <td>0.306821</td>\n",
       "      <td>0.096615</td>\n",
       "      <td>5.795984e-01</td>\n",
       "      <td>9.590272e-16</td>\n",
       "      <td>1.337069e-02</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>-0.021712</td>\n",
       "      <td>-0.048380</td>\n",
       "      <td>0.119861</td>\n",
       "      <td>5.791181e-01</td>\n",
       "      <td>2.162555e-01</td>\n",
       "      <td>2.120370e-03</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>-0.052729</td>\n",
       "      <td>-0.071257</td>\n",
       "      <td>-0.082994</td>\n",
       "      <td>1.777035e-01</td>\n",
       "      <td>6.837598e-02</td>\n",
       "      <td>3.369737e-02</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>-0.087424</td>\n",
       "      <td>-0.071257</td>\n",
       "      <td>-0.082994</td>\n",
       "      <td>2.525640e-02</td>\n",
       "      <td>6.837598e-02</td>\n",
       "      <td>3.369737e-02</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>-0.109515</td>\n",
       "      <td>-0.185916</td>\n",
       "      <td>-0.107651</td>\n",
       "      <td>5.017613e-03</td>\n",
       "      <td>1.660389e-06</td>\n",
       "      <td>5.818196e-03</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>-0.122541</td>\n",
       "      <td>0.094544</td>\n",
       "      <td>-0.046704</td>\n",
       "      <td>1.677688e-03</td>\n",
       "      <td>1.550025e-02</td>\n",
       "      <td>2.326124e-01</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>-0.146866</td>\n",
       "      <td>-0.330978</td>\n",
       "      <td>-0.304029</td>\n",
       "      <td>1.619166e-04</td>\n",
       "      <td>3.291365e-18</td>\n",
       "      <td>1.788115e-15</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>-0.148676</td>\n",
       "      <td>-0.180923</td>\n",
       "      <td>-0.165951</td>\n",
       "      <td>1.339742e-04</td>\n",
       "      <td>3.161782e-06</td>\n",
       "      <td>1.966254e-05</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>-0.150596</td>\n",
       "      <td>-0.160051</td>\n",
       "      <td>-0.173292</td>\n",
       "      <td>1.093138e-04</td>\n",
       "      <td>3.873452e-05</td>\n",
       "      <td>8.181981e-06</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>-0.152557</td>\n",
       "      <td>-0.452772</td>\n",
       "      <td>-0.247122</td>\n",
       "      <td>8.858604e-05</td>\n",
       "      <td>2.020196e-34</td>\n",
       "      <td>1.434140e-10</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>-0.159428</td>\n",
       "      <td>-0.185916</td>\n",
       "      <td>-0.107651</td>\n",
       "      <td>4.155092e-05</td>\n",
       "      <td>1.660389e-06</td>\n",
       "      <td>5.818196e-03</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>-0.187059</td>\n",
       "      <td>-0.112520</td>\n",
       "      <td>-0.183387</td>\n",
       "      <td>1.429277e-06</td>\n",
       "      <td>3.934379e-03</td>\n",
       "      <td>2.306079e-06</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>-0.192272</td>\n",
       "      <td>-0.338373</td>\n",
       "      <td>-0.294866</td>\n",
       "      <td>7.131975e-07</td>\n",
       "      <td>5.218543e-19</td>\n",
       "      <td>1.318498e-14</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>-0.208465</td>\n",
       "      <td>-0.093862</td>\n",
       "      <td>-0.074449</td>\n",
       "      <td>7.272014e-08</td>\n",
       "      <td>1.626417e-02</td>\n",
       "      <td>5.686286e-02</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>-0.326576</td>\n",
       "      <td>-0.338373</td>\n",
       "      <td>-0.294866</td>\n",
       "      <td>9.620481e-18</td>\n",
       "      <td>5.218543e-19</td>\n",
       "      <td>1.318498e-14</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>-0.327815</td>\n",
       "      <td>-0.330978</td>\n",
       "      <td>-0.304029</td>\n",
       "      <td>7.126903e-18</td>\n",
       "      <td>3.291365e-18</td>\n",
       "      <td>1.788115e-15</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>-0.407140</td>\n",
       "      <td>-0.452772</td>\n",
       "      <td>-0.247122</td>\n",
       "      <td>1.521643e-27</td>\n",
       "      <td>2.020196e-34</td>\n",
       "      <td>1.434140e-10</td>\n",
       "      <td>ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>act_still_med_mean_normal</td>\n",
       "      <td>0.268004</td>\n",
       "      <td>-0.145791</td>\n",
       "      <td>-0.181929</td>\n",
       "      <td>3.083108e-12</td>\n",
       "      <td>1.810309e-04</td>\n",
       "      <td>2.780800e-06</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>audio_noise_med_mean_normal</td>\n",
       "      <td>0.174719</td>\n",
       "      <td>0.094893</td>\n",
       "      <td>-0.050412</td>\n",
       "      <td>6.869820e-06</td>\n",
       "      <td>1.512169e-02</td>\n",
       "      <td>1.975573e-01</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>act_unknown_med_mean_normal</td>\n",
       "      <td>0.112667</td>\n",
       "      <td>0.221791</td>\n",
       "      <td>0.025395</td>\n",
       "      <td>3.887259e-03</td>\n",
       "      <td>9.634092e-09</td>\n",
       "      <td>5.164652e-01</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>act_tilting_med_mean_normal</td>\n",
       "      <td>0.093227</td>\n",
       "      <td>-0.198987</td>\n",
       "      <td>-0.156656</td>\n",
       "      <td>1.700525e-02</td>\n",
       "      <td>2.831052e-07</td>\n",
       "      <td>5.660587e-05</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>audio_amp_med_mean_normal</td>\n",
       "      <td>0.080860</td>\n",
       "      <td>0.068914</td>\n",
       "      <td>0.067589</td>\n",
       "      <td>3.855592e-02</td>\n",
       "      <td>7.799692e-02</td>\n",
       "      <td>8.390482e-02</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>audio_amp_med_mean</td>\n",
       "      <td>0.075615</td>\n",
       "      <td>0.068914</td>\n",
       "      <td>0.067589</td>\n",
       "      <td>5.307657e-02</td>\n",
       "      <td>7.799692e-02</td>\n",
       "      <td>8.390482e-02</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>act_invehicle_med_mean</td>\n",
       "      <td>0.064667</td>\n",
       "      <td>0.168104</td>\n",
       "      <td>0.063996</td>\n",
       "      <td>9.821066e-02</td>\n",
       "      <td>1.526211e-05</td>\n",
       "      <td>1.017559e-01</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>act_unknown_med_mean</td>\n",
       "      <td>0.061256</td>\n",
       "      <td>0.221791</td>\n",
       "      <td>0.025395</td>\n",
       "      <td>1.172995e-01</td>\n",
       "      <td>9.634092e-09</td>\n",
       "      <td>5.164652e-01</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>act_onfoot_med_mean_normal</td>\n",
       "      <td>0.055810</td>\n",
       "      <td>-0.120050</td>\n",
       "      <td>-0.208486</td>\n",
       "      <td>1.536550e-01</td>\n",
       "      <td>2.086088e-03</td>\n",
       "      <td>7.250047e-08</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>act_onbike_med_mean_normal</td>\n",
       "      <td>0.035206</td>\n",
       "      <td>-0.091641</td>\n",
       "      <td>-0.148973</td>\n",
       "      <td>3.683422e-01</td>\n",
       "      <td>1.898448e-02</td>\n",
       "      <td>1.298446e-04</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>audio_voice_med_mean</td>\n",
       "      <td>0.030671</td>\n",
       "      <td>0.002893</td>\n",
       "      <td>0.153916</td>\n",
       "      <td>4.332459e-01</td>\n",
       "      <td>9.410877e-01</td>\n",
       "      <td>7.645757e-05</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>sleep_med_mean_normal</td>\n",
       "      <td>0.023149</td>\n",
       "      <td>0.261284</td>\n",
       "      <td>0.053939</td>\n",
       "      <td>5.542544e-01</td>\n",
       "      <td>1.101225e-11</td>\n",
       "      <td>1.679523e-01</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>audio_silence_med_mean_normal</td>\n",
       "      <td>0.005173</td>\n",
       "      <td>-0.093067</td>\n",
       "      <td>-0.094983</td>\n",
       "      <td>8.948794e-01</td>\n",
       "      <td>1.719594e-02</td>\n",
       "      <td>1.502622e-02</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>audio_voice_med_mean_normal</td>\n",
       "      <td>-0.003364</td>\n",
       "      <td>0.002893</td>\n",
       "      <td>0.153916</td>\n",
       "      <td>9.315170e-01</td>\n",
       "      <td>9.410877e-01</td>\n",
       "      <td>7.645757e-05</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>conver_med_mean_normal</td>\n",
       "      <td>-0.007041</td>\n",
       "      <td>-0.053187</td>\n",
       "      <td>0.126824</td>\n",
       "      <td>8.572627e-01</td>\n",
       "      <td>1.739625e-01</td>\n",
       "      <td>1.142986e-03</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>act_invehicle_med_mean_normal</td>\n",
       "      <td>-0.008923</td>\n",
       "      <td>0.168104</td>\n",
       "      <td>0.063996</td>\n",
       "      <td>8.196990e-01</td>\n",
       "      <td>1.526211e-05</td>\n",
       "      <td>1.017559e-01</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>conver_med_mean</td>\n",
       "      <td>-0.022352</td>\n",
       "      <td>-0.053187</td>\n",
       "      <td>0.126824</td>\n",
       "      <td>5.679833e-01</td>\n",
       "      <td>1.739625e-01</td>\n",
       "      <td>1.142986e-03</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>light_med_mean_normal</td>\n",
       "      <td>-0.031253</td>\n",
       "      <td>-0.069093</td>\n",
       "      <td>-0.081821</td>\n",
       "      <td>4.245593e-01</td>\n",
       "      <td>7.722339e-02</td>\n",
       "      <td>3.629959e-02</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>act_onbike_med_mean</td>\n",
       "      <td>-0.033519</td>\n",
       "      <td>-0.091641</td>\n",
       "      <td>-0.148973</td>\n",
       "      <td>3.917427e-01</td>\n",
       "      <td>1.898448e-02</td>\n",
       "      <td>1.298446e-04</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>sleep_med_mean</td>\n",
       "      <td>-0.067009</td>\n",
       "      <td>0.261284</td>\n",
       "      <td>0.053939</td>\n",
       "      <td>8.659937e-02</td>\n",
       "      <td>1.101225e-11</td>\n",
       "      <td>1.679523e-01</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>light_med_mean</td>\n",
       "      <td>-0.093181</td>\n",
       "      <td>-0.069093</td>\n",
       "      <td>-0.081821</td>\n",
       "      <td>1.705969e-02</td>\n",
       "      <td>7.722339e-02</td>\n",
       "      <td>3.629959e-02</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>calllog_med_mean</td>\n",
       "      <td>-0.095873</td>\n",
       "      <td>-0.164579</td>\n",
       "      <td>-0.091916</td>\n",
       "      <td>1.410234e-02</td>\n",
       "      <td>2.306750e-05</td>\n",
       "      <td>1.862796e-02</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>audio_noise_med_mean</td>\n",
       "      <td>-0.106027</td>\n",
       "      <td>0.094893</td>\n",
       "      <td>-0.050412</td>\n",
       "      <td>6.606927e-03</td>\n",
       "      <td>1.512169e-02</td>\n",
       "      <td>1.975573e-01</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>calllog_med_mean_normal</td>\n",
       "      <td>-0.124937</td>\n",
       "      <td>-0.164579</td>\n",
       "      <td>-0.091916</td>\n",
       "      <td>1.355495e-03</td>\n",
       "      <td>2.306750e-05</td>\n",
       "      <td>1.862796e-02</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>sms_in_med_mean_normal</td>\n",
       "      <td>-0.146988</td>\n",
       "      <td>-0.333938</td>\n",
       "      <td>-0.314051</td>\n",
       "      <td>1.598740e-04</td>\n",
       "      <td>1.584414e-18</td>\n",
       "      <td>1.851833e-16</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>act_still_med_mean</td>\n",
       "      <td>-0.152616</td>\n",
       "      <td>-0.145791</td>\n",
       "      <td>-0.181929</td>\n",
       "      <td>8.802389e-05</td>\n",
       "      <td>1.810309e-04</td>\n",
       "      <td>2.780800e-06</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>unlock_med_mean_normal</td>\n",
       "      <td>-0.164305</td>\n",
       "      <td>-0.443037</td>\n",
       "      <td>-0.238717</td>\n",
       "      <td>2.381132e-05</td>\n",
       "      <td>7.270905e-33</td>\n",
       "      <td>6.113117e-10</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>act_tilting_med_mean</td>\n",
       "      <td>-0.174439</td>\n",
       "      <td>-0.198987</td>\n",
       "      <td>-0.156656</td>\n",
       "      <td>7.110490e-06</td>\n",
       "      <td>2.831052e-07</td>\n",
       "      <td>5.660587e-05</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>act_onfoot_med_mean</td>\n",
       "      <td>-0.195968</td>\n",
       "      <td>-0.120050</td>\n",
       "      <td>-0.208486</td>\n",
       "      <td>4.306097e-07</td>\n",
       "      <td>2.086088e-03</td>\n",
       "      <td>7.250047e-08</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>audio_silence_med_mean</td>\n",
       "      <td>-0.206219</td>\n",
       "      <td>-0.093067</td>\n",
       "      <td>-0.094983</td>\n",
       "      <td>1.009497e-07</td>\n",
       "      <td>1.719594e-02</td>\n",
       "      <td>1.502622e-02</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>sms_out_med_mean_normal</td>\n",
       "      <td>-0.209429</td>\n",
       "      <td>-0.336180</td>\n",
       "      <td>-0.299640</td>\n",
       "      <td>6.310782e-08</td>\n",
       "      <td>9.057776e-19</td>\n",
       "      <td>4.697708e-15</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>sms_out_med_mean</td>\n",
       "      <td>-0.320178</td>\n",
       "      <td>-0.336180</td>\n",
       "      <td>-0.299640</td>\n",
       "      <td>4.435012e-17</td>\n",
       "      <td>9.057776e-19</td>\n",
       "      <td>4.697708e-15</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>sms_in_med_mean</td>\n",
       "      <td>-0.325442</td>\n",
       "      <td>-0.333938</td>\n",
       "      <td>-0.314051</td>\n",
       "      <td>1.264840e-17</td>\n",
       "      <td>1.584414e-18</td>\n",
       "      <td>1.851833e-16</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>unlock_med_mean</td>\n",
       "      <td>-0.388271</td>\n",
       "      <td>-0.443037</td>\n",
       "      <td>-0.238717</td>\n",
       "      <td>5.381272e-25</td>\n",
       "      <td>7.270905e-33</td>\n",
       "      <td>6.113117e-10</td>\n",
       "      <td>prev_ema_score</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                            index      diff      mean       std        p_diff  \\\n",
       "0   unlock_med_mean                0.393254  0.438417  0.218021  1.184982e-25   \n",
       "1   sms_in_med_mean                0.276026  0.282148  0.273239  6.432375e-13   \n",
       "2   sms_out_med_mean               0.275536  0.295361  0.271106  7.088203e-13   \n",
       "3   audio_silence_med_mean         0.194902 -0.025735  0.146164  4.985427e-07   \n",
       "4   sms_out_med_mean_normal        0.194105  0.295361  0.271106  5.559770e-07   \n",
       "5   audio_noise_med_mean           0.193023  0.023656  0.159291  6.441859e-07   \n",
       "6   act_onfoot_med_mean            0.192475  0.153333  0.224551  6.938885e-07   \n",
       "7   unlock_med_mean_normal         0.162157  0.438417  0.218021  3.048933e-05   \n",
       "8   calllog_med_mean_normal        0.148711  0.139176  0.055757  1.334753e-04   \n",
       "9   sms_in_med_mean_normal         0.119935  0.282148  0.273239  2.106909e-03   \n",
       "10  act_still_med_mean             0.109149  0.078209  0.144368  5.166444e-03   \n",
       "11  act_tilting_med_mean           0.089696  0.143407  0.147462  2.168517e-02   \n",
       "12  light_med_mean                 0.083309  0.060660  0.079461  3.302677e-02   \n",
       "13  conver_med_mean_normal         0.070118  0.079210 -0.065391  7.292301e-02   \n",
       "14  calllog_med_mean               0.059853  0.139176  0.055757  1.259497e-01   \n",
       "15  light_med_mean_normal          0.058396  0.060660  0.079461  1.354499e-01   \n",
       "16  audio_voice_med_mean_normal    0.045865  0.020403 -0.097658  2.411151e-01   \n",
       "17  sleep_med_mean_normal          0.044184 -0.236555 -0.103967  2.588178e-01   \n",
       "18  conver_med_mean                0.034466  0.079210 -0.065391  3.785018e-01   \n",
       "19  act_invehicle_med_mean_normal  0.031593 -0.105313 -0.021554  4.195417e-01   \n",
       "20  act_onfoot_med_mean_normal     0.028212  0.153333  0.224551  4.710393e-01   \n",
       "21  act_onbike_med_mean_normal     0.025475  0.044200  0.133937  5.151426e-01   \n",
       "22  audio_voice_med_mean          -0.003524  0.020403 -0.097658  9.282812e-01   \n",
       "23  sleep_med_mean                -0.014204 -0.236555 -0.103967  7.167273e-01   \n",
       "24  act_onbike_med_mean           -0.017501  0.044200  0.133937  6.548098e-01   \n",
       "25  audio_amp_med_mean            -0.020259 -0.004282  0.002449  6.047660e-01   \n",
       "26  act_invehicle_med_mean        -0.022734 -0.105313 -0.021554  5.613809e-01   \n",
       "27  audio_amp_med_mean_normal     -0.065985 -0.004282  0.002449  9.153341e-02   \n",
       "28  act_tilting_med_mean_normal   -0.068779  0.143407  0.147462  7.857882e-02   \n",
       "29  act_unknown_med_mean_normal   -0.075421 -0.161421 -0.032006  5.369357e-02   \n",
       "30  act_unknown_med_mean          -0.084524 -0.161421 -0.032006  3.054486e-02   \n",
       "31  audio_noise_med_mean_normal   -0.126624  0.023656  0.159291  1.163892e-03   \n",
       "32  audio_silence_med_mean_normal -0.129222 -0.025735  0.146164  9.172008e-04   \n",
       "33  act_still_med_mean_normal     -0.256357  0.078209  0.144368  2.738074e-11   \n",
       "0   act_still_med_mean_normal      0.204741 -0.123835 -0.146746  1.250162e-07   \n",
       "1   sleep_med_mean_normal          0.203622  0.332182 -0.010605  1.468259e-07   \n",
       "2   act_onfoot_med_mean_normal     0.195864 -0.117200 -0.186398  4.367753e-07   \n",
       "3   audio_amp_med_mean_normal      0.166611 -0.038782  0.002322  1.819941e-05   \n",
       "4   act_invehicle_med_mean_normal  0.134082  0.064988 -0.081934  5.805355e-04   \n",
       "5   act_tilting_med_mean_normal    0.129045 -0.150317 -0.157173  9.323506e-04   \n",
       "6   act_unknown_med_mean           0.116874  0.218889  0.069614  2.738012e-03   \n",
       "7   calllog_med_mean_normal        0.100679 -0.160811 -0.137722  9.928702e-03   \n",
       "8   act_unknown_med_mean_normal    0.096925  0.218889  0.069614  1.307565e-02   \n",
       "9   conver_med_mean_normal         0.088040 -0.114061 -0.011496  2.424095e-02   \n",
       "10  audio_voice_med_mean_normal    0.085994 -0.057962  0.042378  2.775554e-02   \n",
       "11  audio_noise_med_mean_normal    0.078555  0.026349 -0.021773  4.446184e-02   \n",
       "12  audio_silence_med_mean_normal  0.049287 -0.018274 -0.077625  2.077583e-01   \n",
       "13  act_onbike_med_mean_normal     0.042127 -0.179625 -0.154678  2.816728e-01   \n",
       "14  light_med_mean_normal          0.035322 -0.010017 -0.053756  3.667705e-01   \n",
       "15  light_med_mean                 0.002718 -0.010017 -0.053756  9.446534e-01   \n",
       "16  sms_in_med_mean_normal         0.001492 -0.237444 -0.246837  9.695990e-01   \n",
       "17  audio_voice_med_mean          -0.033853 -0.057962  0.042378  3.870454e-01   \n",
       "18  audio_amp_med_mean            -0.040311 -0.038782  0.002322  3.029510e-01   \n",
       "19  sms_out_med_mean_normal       -0.069582 -0.239004 -0.219514  7.514707e-02   \n",
       "20  act_invehicle_med_mean        -0.075633  0.064988 -0.081934  5.302245e-02   \n",
       "21  audio_noise_med_mean          -0.084286  0.026349 -0.021773  3.101780e-02   \n",
       "22  unlock_med_mean_normal        -0.101869 -0.376691 -0.134688  9.082160e-03   \n",
       "23  conver_med_mean               -0.102865 -0.114061 -0.011496  8.424117e-03   \n",
       "24  act_still_med_mean            -0.103280 -0.123835 -0.146746  8.162377e-03   \n",
       "25  sleep_med_mean                -0.138933  0.332182 -0.010605  3.621680e-04   \n",
       "26  act_onbike_med_mean           -0.143267 -0.179625 -0.154678  2.344901e-04   \n",
       "27  calllog_med_mean              -0.147169 -0.160811 -0.137722  1.568887e-04   \n",
       "28  act_tilting_med_mean          -0.175100 -0.150317 -0.157173  6.555632e-06   \n",
       "29  audio_silence_med_mean        -0.185013 -0.018274 -0.077625  1.868079e-06   \n",
       "30  act_onfoot_med_mean           -0.193807 -0.117200 -0.186398  5.790009e-07   \n",
       "31  sms_in_med_mean               -0.244155 -0.237444 -0.246837  2.407506e-10   \n",
       "32  sms_out_med_mean              -0.244435 -0.239004 -0.219514  2.293142e-10   \n",
       "33  unlock_med_mean               -0.315776 -0.376691 -0.134688  1.242573e-16   \n",
       "0   audio_amp_med_mean             0.238038  0.274485  0.232520  6.856708e-10   \n",
       "1   audio_noise_med_mean_normal    0.220261  0.295410  0.130547  1.223172e-08   \n",
       "2   act_invehicle_med_mean         0.199817  0.277164  0.163541  2.519627e-07   \n",
       "3   act_unknown_med_mean_normal    0.166049  0.191909 -0.169196  1.943717e-05   \n",
       "4   act_onfoot_med_mean_normal     0.113020  0.113020  0.086279  3.776236e-03   \n",
       "5   conver_med_mean                0.108768  0.097687  0.139830  5.325801e-03   \n",
       "6   act_tilting_med_mean_normal    0.108283 -0.186012 -0.174128  5.534386e-03   \n",
       "7   act_still_med_mean_normal      0.107023 -0.243854 -0.119736  6.112386e-03   \n",
       "8   act_onbike_med_mean_normal     0.106469 -0.026148 -0.025855  6.383296e-03   \n",
       "9   audio_amp_med_mean_normal      0.091801  0.274485  0.232520  1.877602e-02   \n",
       "10  sleep_med_mean_normal          0.074557  0.269524  0.067642  5.650036e-02   \n",
       "11  act_invehicle_med_mean_normal  0.064045  0.277164  0.163541  1.014943e-01   \n",
       "12  audio_voice_med_mean_normal    0.060297  0.033001  0.078629  1.231636e-01   \n",
       "13  conver_med_mean_normal         0.059926  0.097687  0.139830  1.254919e-01   \n",
       "14  audio_noise_med_mean           0.025291  0.295410  0.130547  5.181821e-01   \n",
       "15  audio_voice_med_mean           0.023046  0.033001  0.078629  5.560247e-01   \n",
       "16  unlock_med_mean_normal         0.017097 -0.207729 -0.184337  6.622790e-01   \n",
       "17  act_onfoot_med_mean            0.007602  0.113020  0.086279  8.460216e-01   \n",
       "18  light_med_mean_normal         -0.000170 -0.030228 -0.023639  9.965262e-01   \n",
       "19  light_med_mean                -0.017907 -0.030228 -0.023639  6.473527e-01   \n",
       "20  sleep_med_mean                -0.036541  0.269524  0.067642  3.504515e-01   \n",
       "21  act_onbike_med_mean           -0.055423 -0.026148 -0.025855  1.565342e-01   \n",
       "22  sms_out_med_mean_normal       -0.060120 -0.161773 -0.159660  1.242716e-01   \n",
       "23  calllog_med_mean_normal       -0.089726 -0.128834 -0.142363  2.164099e-02   \n",
       "24  sms_in_med_mean_normal        -0.103840 -0.170063 -0.167622  7.821078e-03   \n",
       "25  calllog_med_mean              -0.121782 -0.128834 -0.142363  1.793615e-03   \n",
       "26  act_unknown_med_mean          -0.133367  0.191909 -0.169196  6.215550e-04   \n",
       "27  sms_out_med_mean              -0.159198 -0.161773 -0.159660  4.263713e-05   \n",
       "28  sms_in_med_mean               -0.159787 -0.170063 -0.167622  3.990529e-05   \n",
       "29  act_still_med_mean            -0.169179 -0.243854 -0.119736  1.343249e-05   \n",
       "30  audio_silence_med_mean        -0.191630 -0.292815  0.019186  7.777684e-07   \n",
       "31  unlock_med_mean               -0.200761 -0.207729 -0.184337  2.206010e-07   \n",
       "32  act_tilting_med_mean          -0.219405 -0.186012 -0.174128  1.396756e-08   \n",
       "33  audio_silence_med_mean_normal -0.254102 -0.292815  0.019186  4.127762e-11   \n",
       "0   unlock_med_mean                0.364740  0.460041  0.247994  4.848329e-22   \n",
       "1   calllog_med_mean_normal        0.248333  0.153486  0.065042  1.158591e-10   \n",
       "2   unlock_med_mean_normal         0.201081  0.460041  0.247994  2.108254e-07   \n",
       "3   sms_out_med_mean               0.192264  0.204984  0.157380  7.139561e-07   \n",
       "4   sms_in_med_mean                0.174965  0.171013  0.148137  6.664836e-06   \n",
       "5   audio_silence_med_mean         0.166247  0.073940  0.046273  1.899246e-05   \n",
       "6   act_still_med_mean             0.164404  0.088196  0.201152  2.354093e-05   \n",
       "7   act_tilting_med_mean           0.158274  0.211654  0.205537  4.729143e-05   \n",
       "8   act_onfoot_med_mean            0.130810  0.105291  0.169261  7.912347e-04   \n",
       "9   audio_noise_med_mean           0.124014 -0.064081  0.064702  1.472188e-03   \n",
       "10  sms_out_med_mean_normal        0.090257  0.204984  0.157380  2.087371e-02   \n",
       "11  calllog_med_mean               0.077805  0.153486  0.065042  4.653910e-02   \n",
       "12  act_onbike_med_mean_normal     0.074318  0.044279  0.124684  5.730162e-02   \n",
       "13  act_invehicle_med_mean         0.066091  0.005302  0.031018  9.101096e-02   \n",
       "14  sms_in_med_mean_normal         0.042742  0.171013  0.148137  2.746975e-01   \n",
       "15  conver_med_mean_normal         0.025966  0.017286 -0.138685  5.070816e-01   \n",
       "16  act_invehicle_med_mean_normal  0.023881  0.005302  0.031018  5.418000e-01   \n",
       "17  act_onfoot_med_mean_normal     0.023696  0.105291  0.169261  5.449261e-01   \n",
       "18  conver_med_mean                0.019591  0.017286 -0.138685  6.167327e-01   \n",
       "19  audio_voice_med_mean_normal    0.019094 -0.088093 -0.216397  6.257002e-01   \n",
       "20  light_med_mean                 0.017678  0.006786  0.001017  6.515610e-01   \n",
       "21  sleep_med_mean_normal          0.005770 -0.271538 -0.087858  8.828236e-01   \n",
       "22  act_unknown_med_mean          -0.002648 -0.220069  0.058221  9.460638e-01   \n",
       "23  light_med_mean_normal         -0.010882  0.006786  0.001017  7.810338e-01   \n",
       "24  act_tilting_med_mean_normal   -0.016935  0.211654  0.205537  6.652817e-01   \n",
       "25  sleep_med_mean                -0.026511 -0.271538 -0.087858  4.981970e-01   \n",
       "26  act_onbike_med_mean           -0.035692  0.044279  0.124684  3.617596e-01   \n",
       "27  audio_silence_med_mean_normal -0.039498  0.073940  0.046273  3.128165e-01   \n",
       "28  audio_amp_med_mean            -0.070848 -0.026562 -0.067826  6.998395e-02   \n",
       "29  audio_amp_med_mean_normal     -0.075509 -0.026562 -0.067826  5.341155e-02   \n",
       "30  audio_voice_med_mean          -0.078566 -0.088093 -0.216397  4.443113e-02   \n",
       "31  act_unknown_med_mean_normal   -0.087996 -0.220069  0.058221  2.431285e-02   \n",
       "32  audio_noise_med_mean_normal   -0.155980 -0.064081  0.064702  6.099702e-05   \n",
       "33  act_still_med_mean_normal     -0.263803  0.088196  0.201152  6.862185e-12   \n",
       "0   audio_noise_med_mean_normal    0.280268  0.338282  0.135223  2.749550e-13   \n",
       "1   audio_amp_med_mean             0.208921  0.275703  0.196451  6.801202e-08   \n",
       "2   act_unknown_med_mean_normal    0.184952  0.194891 -0.185633  1.882900e-06   \n",
       "3   act_invehicle_med_mean         0.176129  0.264730  0.138020  5.772400e-06   \n",
       "4   act_onbike_med_mean_normal     0.169394  0.006285 -0.009581  1.309339e-05   \n",
       "5   audio_voice_med_mean_normal    0.151916  0.021985  0.030793  9.491198e-05   \n",
       "6   audio_amp_med_mean_normal      0.142589  0.275703  0.196451  2.512109e-04   \n",
       "7   conver_med_mean_normal         0.132895  0.113322  0.089634  6.500773e-04   \n",
       "8   act_onfoot_med_mean_normal     0.126415  0.187352  0.115248  1.186232e-03   \n",
       "9   act_tilting_med_mean_normal    0.117822 -0.174109 -0.153652  2.526197e-03   \n",
       "10  unlock_med_mean_normal         0.104318 -0.160791 -0.215688  7.540233e-03   \n",
       "11  conver_med_mean                0.097707  0.113322  0.089634  1.235526e-02   \n",
       "12  act_invehicle_med_mean_normal  0.095097  0.264730  0.138020  1.490523e-02   \n",
       "13  act_onfoot_med_mean            0.078608  0.187352  0.115248  4.431602e-02   \n",
       "14  sleep_med_mean_normal          0.073489  0.241204 -0.005119  6.014078e-02   \n",
       "15  act_still_med_mean_normal      0.064829 -0.273802 -0.108100  9.737063e-02   \n",
       "16  audio_noise_med_mean           0.034745  0.338282  0.135223  3.746437e-01   \n",
       "17  light_med_mean_normal          0.008767 -0.092741 -0.116310  8.227960e-01   \n",
       "18  audio_voice_med_mean          -0.007881  0.021985  0.030793  8.404510e-01   \n",
       "19  act_onbike_med_mean           -0.020390  0.006285 -0.009581  6.024316e-01   \n",
       "20  sms_in_med_mean_normal        -0.031864 -0.166490 -0.157261  4.155607e-01   \n",
       "21  sms_out_med_mean_normal       -0.044656 -0.154642 -0.148299  2.537554e-01   \n",
       "22  calllog_med_mean_normal       -0.062848 -0.137832 -0.179326  1.080583e-01   \n",
       "23  sleep_med_mean                -0.086589  0.241204 -0.005119  2.669204e-02   \n",
       "24  light_med_mean                -0.099567 -0.092741 -0.116310  1.078189e-02   \n",
       "25  sms_out_med_mean              -0.145276 -0.154642 -0.148299  1.909153e-04   \n",
       "26  calllog_med_mean              -0.148089 -0.137832 -0.179326  1.425021e-04   \n",
       "27  sms_in_med_mean               -0.150511 -0.166490 -0.157261  1.103071e-04   \n",
       "28  act_unknown_med_mean          -0.158301  0.194891 -0.185633  4.714439e-05   \n",
       "29  act_still_med_mean            -0.164160 -0.273802 -0.108100  2.421431e-05   \n",
       "30  unlock_med_mean               -0.174185 -0.160791 -0.215688  7.335526e-06   \n",
       "31  act_tilting_med_mean          -0.203301 -0.174109 -0.153652  1.537212e-07   \n",
       "32  audio_silence_med_mean        -0.214523 -0.333275 -0.028588  2.948326e-08   \n",
       "33  audio_silence_med_mean_normal -0.291377 -0.333275 -0.028588  2.769169e-14   \n",
       "0   calllog_med_mean_normal        0.315357  0.066770 -0.048024  1.369444e-16   \n",
       "1   sms_in_med_mean_normal         0.295271  0.236985  0.198188  1.208788e-14   \n",
       "2   unlock_med_mean_normal         0.292203  0.256477  0.195500  2.325472e-14   \n",
       "3   sms_out_med_mean_normal        0.256470  0.233615  0.195647  2.682090e-11   \n",
       "4   sleep_med_mean_normal          0.249003 -0.089924 -0.236721  1.029127e-10   \n",
       "5   sms_in_med_mean                0.217465  0.236985  0.198188  1.883716e-08   \n",
       "6   unlock_med_mean                0.217292  0.256477  0.195500  1.934358e-08   \n",
       "7   sms_out_med_mean               0.209691  0.233615  0.195647  6.071417e-08   \n",
       "8   conver_med_mean_normal         0.191357 -0.065706 -0.222498  8.068187e-07   \n",
       "9   audio_voice_med_mean_normal    0.187359 -0.118920 -0.192237  1.374065e-06   \n",
       "10  light_med_mean_normal          0.175848  0.040851  0.009465  5.976726e-06   \n",
       "11  act_onfoot_med_mean_normal     0.175666  0.038706  0.082639  6.113413e-06   \n",
       "12  act_invehicle_med_mean_normal  0.173216 -0.150923 -0.071329  8.258207e-06   \n",
       "13  audio_amp_med_mean_normal      0.124678 -0.164081 -0.151377  1.387310e-03   \n",
       "14  act_still_med_mean             0.111409  0.091785  0.081946  4.307318e-03   \n",
       "15  audio_noise_med_mean           0.073360  0.019746  0.038051  6.059380e-02   \n",
       "16  act_onbike_med_mean_normal     0.059856 -0.017988  0.088292  1.259335e-01   \n",
       "17  act_onfoot_med_mean            0.059646  0.038706  0.082639  1.272705e-01   \n",
       "18  light_med_mean                 0.038045  0.040851  0.009465  3.309641e-01   \n",
       "19  act_unknown_med_mean           0.031231 -0.099799  0.017530  4.248922e-01   \n",
       "20  act_tilting_med_mean           0.028992  0.107533  0.093918  4.588561e-01   \n",
       "21  act_tilting_med_mean_normal    0.014470  0.107533  0.093918  7.116431e-01   \n",
       "22  audio_silence_med_mean         0.014411 -0.003975 -0.024224  7.127812e-01   \n",
       "23  act_unknown_med_mean_normal   -0.016531 -0.099799  0.017530  6.727996e-01   \n",
       "24  audio_silence_med_mean_normal -0.030862 -0.003975 -0.024224  4.303847e-01   \n",
       "25  calllog_med_mean              -0.050101  0.066770 -0.048024  2.003354e-01   \n",
       "26  act_onbike_med_mean           -0.072688 -0.017988  0.088292  6.299927e-02   \n",
       "27  audio_noise_med_mean_normal   -0.075002  0.019746  0.038051  5.503850e-02   \n",
       "28  audio_voice_med_mean          -0.145019 -0.118920 -0.192237  1.960264e-04   \n",
       "29  act_invehicle_med_mean        -0.145889 -0.150923 -0.071329  1.791963e-04   \n",
       "30  act_still_med_mean_normal     -0.149491  0.091785  0.081946  1.229341e-04   \n",
       "31  conver_med_mean               -0.179911 -0.065706 -0.222498  3.594982e-06   \n",
       "32  audio_amp_med_mean            -0.204537 -0.164081 -0.151377  1.287371e-07   \n",
       "33  sleep_med_mean                -0.217362 -0.089924 -0.236721  1.913735e-08   \n",
       "0   sms_in_med_mean                0.305330  0.316705  0.267588  1.338830e-15   \n",
       "1   sms_out_med_mean               0.298100  0.320913  0.256724  6.567465e-15   \n",
       "2   unlock_med_mean                0.266830  0.263758  0.074008  3.861298e-12   \n",
       "3   sms_out_med_mean_normal        0.253841  0.320913  0.256724  4.327572e-11   \n",
       "4   sms_in_med_mean_normal         0.203348  0.316705  0.267588  1.526895e-07   \n",
       "5   act_onfoot_med_mean            0.194215  0.174343  0.206729  5.476471e-07   \n",
       "6   calllog_med_mean_normal        0.179114  0.147965  0.046414  3.975341e-06   \n",
       "7   conver_med_mean_normal         0.143326  0.133902 -0.036725  2.331100e-04   \n",
       "8   unlock_med_mean_normal         0.135313  0.263758  0.074008  5.157757e-04   \n",
       "9   light_med_mean                 0.124964  0.089491  0.104104  1.352249e-03   \n",
       "10  audio_voice_med_mean_normal    0.120284  0.042049 -0.096713  2.044174e-03   \n",
       "11  audio_silence_med_mean         0.106241 -0.016124  0.083532  6.497742e-03   \n",
       "12  audio_noise_med_mean           0.105379  0.010964  0.099969  6.947695e-03   \n",
       "13  sleep_med_mean_normal          0.097748 -0.124689 -0.060393  1.231865e-02   \n",
       "14  act_onfoot_med_mean_normal     0.083945  0.174343  0.206729  3.170588e-02   \n",
       "15  act_still_med_mean             0.070440  0.054830  0.107715  7.161540e-02   \n",
       "16  conver_med_mean                0.070338  0.133902 -0.036725  7.202743e-02   \n",
       "17  act_onbike_med_mean_normal     0.070066 -0.030963  0.068669  7.313900e-02   \n",
       "18  act_invehicle_med_mean_normal  0.068162 -0.044872 -0.038499  8.130443e-02   \n",
       "19  light_med_mean_normal          0.064897  0.089491  0.104104  9.701856e-02   \n",
       "20  calllog_med_mean               0.061165  0.147965  0.046414  1.178511e-01   \n",
       "21  act_invehicle_med_mean         0.039858 -0.044872 -0.038499  3.084196e-01   \n",
       "22  audio_amp_med_mean             0.019038  0.051052  0.038408  6.267152e-01   \n",
       "23  audio_amp_med_mean_normal      0.015341  0.051052  0.038408  6.951453e-01   \n",
       "24  act_unknown_med_mean_normal    0.012000 -0.115009 -0.083537  7.591967e-01   \n",
       "25  audio_voice_med_mean          -0.022954  0.042049 -0.096713  5.575932e-01   \n",
       "26  sleep_med_mean                -0.043871 -0.124689 -0.060393  2.622045e-01   \n",
       "27  act_tilting_med_mean          -0.043906  0.014628 -0.005572  2.618314e-01   \n",
       "28  audio_noise_med_mean_normal   -0.055386  0.010964  0.099969  1.568157e-01   \n",
       "29  act_tilting_med_mean_normal   -0.062045  0.014628 -0.005572  1.126458e-01   \n",
       "30  audio_silence_med_mean_normal -0.097490 -0.016124  0.083532  1.255160e-02   \n",
       "31  act_unknown_med_mean          -0.098082 -0.115009 -0.083537  1.202322e-02   \n",
       "32  act_onbike_med_mean           -0.104884 -0.030963  0.068669  7.219049e-03   \n",
       "33  act_still_med_mean_normal     -0.198489  0.054830  0.107715  3.035086e-07   \n",
       "0   act_still_med_mean_normal      0.225549 -0.086932 -0.119532  5.320412e-09   \n",
       "1   sleep_med_mean_normal          0.209791  0.291314  0.023542  5.982129e-08   \n",
       "2   act_onfoot_med_mean_normal     0.167093 -0.180569 -0.192661  1.719551e-05   \n",
       "3   audio_noise_med_mean_normal    0.150575  0.038482 -0.052325  1.095608e-04   \n",
       "4   act_tilting_med_mean_normal    0.140634 -0.160698 -0.131716  3.058247e-04   \n",
       "5   audio_amp_med_mean_normal      0.119237 -0.019297  0.023582  2.237837e-03   \n",
       "6   conver_med_mean_normal         0.119123 -0.086788 -0.007276  2.259899e-03   \n",
       "7   calllog_med_mean_normal        0.115748 -0.153975 -0.125767  3.010692e-03   \n",
       "8   act_invehicle_med_mean_normal  0.100500  0.127919 -0.005406  1.006158e-02   \n",
       "9   audio_voice_med_mean_normal    0.086318 -0.049048  0.030030  2.717219e-02   \n",
       "10  act_unknown_med_mean_normal    0.080470  0.185014  0.051461  3.950636e-02   \n",
       "11  act_unknown_med_mean           0.059350  0.185014  0.051461  1.291740e-01   \n",
       "12  audio_silence_med_mean_normal  0.053527 -0.031275 -0.087472  1.712226e-01   \n",
       "13  act_onbike_med_mean_normal     0.048829 -0.210337 -0.155057  2.120204e-01   \n",
       "14  light_med_mean                 0.009227  0.005457 -0.001922  8.136701e-01   \n",
       "15  act_invehicle_med_mean        -0.015406  0.127919 -0.005406  6.939080e-01   \n",
       "16  sms_out_med_mean_normal       -0.034050 -0.262017 -0.249643  3.842810e-01   \n",
       "17  light_med_mean_normal         -0.045754  0.005457 -0.001922  2.422624e-01   \n",
       "18  audio_voice_med_mean          -0.048901 -0.049048  0.030030  2.113394e-01   \n",
       "19  sms_in_med_mean_normal        -0.051357 -0.269473 -0.263192  1.892746e-01   \n",
       "20  audio_amp_med_mean            -0.056873 -0.019297  0.023582  1.459648e-01   \n",
       "21  act_still_med_mean            -0.076198 -0.086932 -0.119532  5.126529e-02   \n",
       "22  calllog_med_mean              -0.122209 -0.153975 -0.125767  1.727555e-03   \n",
       "23  conver_med_mean               -0.122555 -0.086788 -0.007276  1.675605e-03   \n",
       "24  audio_noise_med_mean          -0.127290  0.038482 -0.052325  1.095384e-03   \n",
       "25  unlock_med_mean_normal        -0.139642 -0.379948 -0.175715  3.375871e-04   \n",
       "26  act_tilting_med_mean          -0.150855 -0.160698 -0.131716  1.063414e-04   \n",
       "27  sleep_med_mean                -0.161873  0.291314  0.023542  3.149564e-05   \n",
       "28  act_onbike_med_mean           -0.179879 -0.210337 -0.155057  3.609534e-06   \n",
       "29  audio_silence_med_mean        -0.196166 -0.031275 -0.087472  4.189696e-07   \n",
       "30  act_onfoot_med_mean           -0.262497 -0.180569 -0.192661  8.774608e-12   \n",
       "31  sms_out_med_mean              -0.278686 -0.262017 -0.249643  3.781443e-13   \n",
       "32  sms_in_med_mean               -0.289571 -0.269473 -0.263192  4.050231e-14   \n",
       "33  unlock_med_mean               -0.345539 -0.379948 -0.175715  8.351456e-20   \n",
       "0   unlock_med_mean                0.297535  0.351924  0.194216  7.422909e-15   \n",
       "1   sms_out_med_mean               0.247516  0.260816  0.191363  1.338216e-10   \n",
       "2   sms_in_med_mean                0.243061  0.243912  0.198263  2.909287e-10   \n",
       "3   calllog_med_mean_normal        0.239967  0.129426  0.028995  4.944406e-10   \n",
       "4   sms_out_med_mean_normal        0.214271  0.260816  0.191363  3.063036e-08   \n",
       "5   sms_in_med_mean_normal         0.154389  0.243912  0.198263  7.261514e-05   \n",
       "6   unlock_med_mean_normal         0.147413  0.351924  0.194216  1.529515e-04   \n",
       "7   act_onfoot_med_mean            0.147189  0.150189  0.188172  1.565604e-04   \n",
       "8   act_still_med_mean             0.115950  0.066553  0.147464  2.960034e-03   \n",
       "9   audio_silence_med_mean         0.106951  0.049405  0.018130  6.147029e-03   \n",
       "10  light_med_mean                 0.103096  0.082029  0.072399  8.277828e-03   \n",
       "11  act_onfoot_med_mean_normal     0.102087  0.150189  0.188172  8.934358e-03   \n",
       "12  sleep_med_mean_normal          0.096092 -0.175513 -0.139108  1.388252e-02   \n",
       "13  audio_noise_med_mean           0.093296 -0.045583  0.039129  1.692373e-02   \n",
       "14  audio_voice_med_mean_normal    0.090851 -0.037881 -0.167802  2.004402e-02   \n",
       "15  conver_med_mean_normal         0.089166  0.039096 -0.139180  2.247738e-02   \n",
       "16  light_med_mean_normal          0.069720  0.082029  0.072399  7.457045e-02   \n",
       "17  act_onbike_med_mean_normal     0.063932 -0.005669  0.103617  1.020977e-01   \n",
       "18  act_invehicle_med_mean_normal  0.042518 -0.080009 -0.098037  2.772286e-01   \n",
       "19  act_tilting_med_mean           0.037130  0.081966  0.067684  3.427285e-01   \n",
       "20  calllog_med_mean               0.028277  0.129426  0.028995  4.700180e-01   \n",
       "21  act_unknown_med_mean_normal   -0.006222 -0.131917  0.019072  8.737256e-01   \n",
       "22  audio_amp_med_mean_normal     -0.008430 -0.012842 -0.057234  8.295082e-01   \n",
       "23  conver_med_mean               -0.010931  0.039096 -0.139180  7.800751e-01   \n",
       "24  act_unknown_med_mean          -0.018888 -0.131917  0.019072  6.294424e-01   \n",
       "25  act_invehicle_med_mean        -0.031458 -0.080009 -0.098037  4.215320e-01   \n",
       "26  audio_silence_med_mean_normal -0.049104  0.049405  0.018130  2.094540e-01   \n",
       "27  act_tilting_med_mean_normal   -0.050936  0.081966  0.067684  1.929290e-01   \n",
       "28  audio_amp_med_mean            -0.060411 -0.012842 -0.057234  1.224544e-01   \n",
       "29  audio_voice_med_mean          -0.064580 -0.037881 -0.167802  9.866387e-02   \n",
       "30  sleep_med_mean                -0.088462 -0.175513 -0.139108  2.356701e-02   \n",
       "31  act_onbike_med_mean           -0.100542 -0.005669  0.103617  1.003049e-02   \n",
       "32  audio_noise_med_mean_normal   -0.125279 -0.045583  0.039129  1.314508e-03   \n",
       "33  act_still_med_mean_normal     -0.211023  0.066553  0.147464  4.983784e-08   \n",
       "0   act_onbike_med_mean_normal     0.231890 -0.075237 -0.073869  1.907778e-09   \n",
       "1   act_onfoot_med_mean_normal     0.229135  0.011422 -0.077243  2.989821e-09   \n",
       "2   sleep_med_mean_normal          0.214999  0.197850 -0.093058  2.743632e-08   \n",
       "3   unlock_med_mean_normal         0.177923 -0.209880 -0.131048  4.616962e-06   \n",
       "4   act_tilting_med_mean_normal    0.171693 -0.095925 -0.093729  9.934652e-06   \n",
       "5   audio_amp_med_mean_normal      0.155520  0.107096  0.092818  6.416391e-05   \n",
       "6   act_invehicle_med_mean         0.152962  0.240722  0.166540  8.479881e-05   \n",
       "7   act_unknown_med_mean_normal    0.150841  0.121735  0.020436  1.064985e-04   \n",
       "8   audio_voice_med_mean_normal    0.121559 -0.061719  0.063759  1.829018e-03   \n",
       "9   act_still_med_mean_normal      0.114584 -0.161103 -0.026579  3.318134e-03   \n",
       "10  act_invehicle_med_mean_normal  0.114029  0.240722  0.166540  3.474420e-03   \n",
       "11  conver_med_mean_normal         0.104097 -0.058649  0.040145  7.668975e-03   \n",
       "12  act_unknown_med_mean           0.098873  0.121735  0.020436  1.134691e-02   \n",
       "13  audio_amp_med_mean             0.090723  0.107096  0.092818  2.022141e-02   \n",
       "14  audio_noise_med_mean_normal    0.066622  0.118985  0.020096  8.843819e-02   \n",
       "15  calllog_med_mean_normal        0.039952 -0.103551 -0.119324  3.072796e-01   \n",
       "16  light_med_mean_normal          0.038909 -0.126216 -0.169513  3.200949e-01   \n",
       "17  sms_in_med_mean_normal         0.030825 -0.215831 -0.218496  4.309355e-01   \n",
       "18  audio_voice_med_mean           0.007644 -0.061719  0.063759  8.451882e-01   \n",
       "19  act_still_med_mean            -0.005931 -0.161103 -0.026579  8.795884e-01   \n",
       "20  conver_med_mean               -0.006710 -0.058649  0.040145  8.638998e-01   \n",
       "21  audio_noise_med_mean          -0.030568  0.118985  0.020096  4.347992e-01   \n",
       "22  sms_out_med_mean_normal       -0.060705 -0.213772 -0.221565  1.206406e-01   \n",
       "23  act_onbike_med_mean           -0.083424 -0.075237 -0.073869  3.278502e-02   \n",
       "24  audio_silence_med_mean_normal -0.092261 -0.108280 -0.054422  1.818829e-02   \n",
       "25  act_onfoot_med_mean           -0.110779  0.011422 -0.077243  4.532908e-03   \n",
       "26  calllog_med_mean              -0.130865 -0.103551 -0.119324  7.871584e-04   \n",
       "27  act_tilting_med_mean          -0.146760 -0.095925 -0.093729  1.637291e-04   \n",
       "28  audio_silence_med_mean        -0.164134 -0.108280 -0.054422  2.428746e-05   \n",
       "29  light_med_mean                -0.169925 -0.126216 -0.169513  1.228799e-05   \n",
       "30  sms_out_med_mean              -0.221303 -0.213772 -0.221565  1.039835e-08   \n",
       "31  sms_in_med_mean               -0.222671 -0.215831 -0.218496  8.391751e-09   \n",
       "32  sleep_med_mean                -0.237247  0.197850 -0.093058  7.833841e-10   \n",
       "33  unlock_med_mean               -0.246670 -0.209880 -0.131048  1.552700e-10   \n",
       "0   act_onfoot_med_mean_normal     0.224732 -0.028324 -0.096731  6.059435e-09   \n",
       "1   sleep_med_mean_normal          0.218076  0.358860 -0.004631  1.714846e-08   \n",
       "2   act_still_med_mean_normal      0.203879 -0.219292 -0.140617  1.414973e-07   \n",
       "3   audio_noise_med_mean_normal    0.199188  0.188116  0.038644  2.752241e-07   \n",
       "4   audio_amp_med_mean_normal      0.179949  0.128277  0.125412  3.577931e-06   \n",
       "5   act_tilting_med_mean_normal    0.178355 -0.201682 -0.186533  4.373812e-06   \n",
       "6   act_unknown_med_mean_normal    0.170305  0.242718 -0.033529  1.174136e-05   \n",
       "7   act_onbike_med_mean_normal     0.146922 -0.148207 -0.125073  1.609854e-04   \n",
       "8   act_invehicle_med_mean_normal  0.137205  0.240884  0.081076  4.292090e-04   \n",
       "9   conver_med_mean_normal         0.134033 -0.032580  0.054415  5.832445e-04   \n",
       "10  audio_voice_med_mean_normal    0.130898 -0.037454  0.063040  7.847544e-04   \n",
       "11  act_invehicle_med_mean         0.092350  0.240884  0.081076  1.807607e-02   \n",
       "12  audio_amp_med_mean             0.088916  0.128277  0.125412  2.285847e-02   \n",
       "13  calllog_med_mean_normal        0.045899 -0.184066 -0.183357  2.407683e-01   \n",
       "14  act_unknown_med_mean           0.016925  0.242718 -0.033529  6.654839e-01   \n",
       "15  light_med_mean_normal          0.006944 -0.059223 -0.089271  8.592196e-01   \n",
       "16  unlock_med_mean_normal        -0.007010 -0.374274 -0.219178  8.578806e-01   \n",
       "17  audio_voice_med_mean          -0.021151 -0.037454  0.063040  5.889617e-01   \n",
       "18  conver_med_mean               -0.028880 -0.032580  0.054415  4.605983e-01   \n",
       "19  sms_in_med_mean_normal        -0.039000 -0.289448 -0.288369  3.189601e-01   \n",
       "20  audio_noise_med_mean          -0.062821  0.188116  0.038644  1.082098e-01   \n",
       "21  light_med_mean                -0.063786 -0.059223 -0.089271  1.028843e-01   \n",
       "22  sms_out_med_mean_normal       -0.070581 -0.282557 -0.272684  7.104636e-02   \n",
       "23  audio_silence_med_mean_normal -0.108609 -0.178934 -0.068131  5.393191e-03   \n",
       "24  act_still_med_mean            -0.130638 -0.219292 -0.140617  8.040059e-04   \n",
       "25  act_onbike_med_mean           -0.141257 -0.148207 -0.125073  2.872997e-04   \n",
       "26  act_onfoot_med_mean           -0.156166 -0.028324 -0.096731  5.975818e-05   \n",
       "27  calllog_med_mean              -0.176752 -0.184066 -0.183357  5.342922e-06   \n",
       "28  sleep_med_mean                -0.182297  0.358860 -0.004631  2.652826e-06   \n",
       "29  act_tilting_med_mean          -0.232297 -0.201682 -0.186533  1.784343e-09   \n",
       "30  audio_silence_med_mean        -0.250955 -0.178934 -0.068131  7.271377e-11   \n",
       "31  sms_out_med_mean              -0.289134 -0.282557 -0.272684  4.438141e-14   \n",
       "32  sms_in_med_mean               -0.294270 -0.289448 -0.288369  1.497885e-14   \n",
       "33  unlock_med_mean               -0.354861 -0.374274 -0.219178  7.165177e-21   \n",
       "0   unlock_med_mean                0.360495  0.414439  0.216291  1.560261e-21   \n",
       "1   sms_out_med_mean               0.286173  0.307832  0.250655  8.220323e-14   \n",
       "2   sms_in_med_mean                0.284572  0.292414  0.253649  1.143638e-13   \n",
       "3   calllog_med_mean_normal        0.264107  0.149970  0.035773  6.479176e-12   \n",
       "4   sms_out_med_mean_normal        0.234758  0.307832  0.250655  1.187883e-09   \n",
       "5   unlock_med_mean_normal         0.218851  0.414439  0.216291  1.521685e-08   \n",
       "6   sms_in_med_mean_normal         0.189238  0.292414  0.253649  1.071356e-06   \n",
       "7   act_onfoot_med_mean            0.170200  0.146017  0.204348  1.188943e-05   \n",
       "8   audio_silence_med_mean         0.138520  0.018513  0.063763  3.772433e-04   \n",
       "9   audio_noise_med_mean           0.137756 -0.013406  0.094128  4.066743e-04   \n",
       "10  act_still_med_mean             0.133756  0.088645  0.160370  5.989377e-04   \n",
       "11  conver_med_mean_normal         0.120954  0.049214 -0.139420  1.928407e-03   \n",
       "12  sleep_med_mean_normal          0.113353 -0.210857 -0.144632  3.673970e-03   \n",
       "13  audio_voice_med_mean_normal    0.107512 -0.042074 -0.180340  5.882082e-03   \n",
       "14  act_onfoot_med_mean_normal     0.095466  0.146017  0.204348  1.451828e-02   \n",
       "15  light_med_mean                 0.085663  0.065012  0.062223  2.836350e-02   \n",
       "16  light_med_mean_normal          0.081873  0.065012  0.062223  3.618194e-02   \n",
       "17  act_invehicle_med_mean_normal  0.078632 -0.085503 -0.044581  4.425137e-02   \n",
       "18  act_onbike_med_mean_normal     0.069270  0.007929  0.121113  7.646850e-02   \n",
       "19  act_tilting_med_mean           0.063330  0.130938  0.119077  1.053742e-01   \n",
       "20  calllog_med_mean               0.042897  0.149970  0.035773  2.729619e-01   \n",
       "21  audio_amp_med_mean_normal     -0.003416 -0.034867 -0.053644  9.304619e-01   \n",
       "22  conver_med_mean               -0.013051  0.049214 -0.139420  7.388409e-01   \n",
       "23  act_invehicle_med_mean        -0.018859 -0.085503 -0.044581  6.299628e-01   \n",
       "24  act_unknown_med_mean_normal   -0.040973 -0.171330 -0.005386  2.950718e-01   \n",
       "25  act_unknown_med_mean          -0.041228 -0.171330 -0.005386  2.920707e-01   \n",
       "26  act_tilting_med_mean_normal   -0.043134  0.130938  0.119077  2.703214e-01   \n",
       "27  audio_voice_med_mean          -0.073089 -0.042074 -0.180340  6.155393e-02   \n",
       "28  audio_amp_med_mean            -0.077082 -0.034867 -0.053644  4.861828e-02   \n",
       "29  act_onbike_med_mean           -0.077552  0.007929  0.121113  4.725686e-02   \n",
       "30  audio_silence_med_mean_normal -0.081052  0.018513  0.063763  3.809751e-02   \n",
       "31  sleep_med_mean                -0.089473 -0.210857 -0.144632  2.201584e-02   \n",
       "32  audio_noise_med_mean_normal   -0.125689 -0.013406  0.094128  1.266807e-03   \n",
       "33  act_still_med_mean_normal     -0.253100  0.088645  0.160370  4.947604e-11   \n",
       "0   act_tilting_med_mean           0.332252  0.280238  0.270397  2.404769e-18   \n",
       "1   act_still_med_mean             0.190868  0.200856  0.112638  8.617135e-07   \n",
       "2   sleep_med_mean_normal          0.154217 -0.081526 -0.046186  7.399731e-05   \n",
       "3   calllog_med_mean_normal        0.142333 -0.014559  0.078539  2.578006e-04   \n",
       "4   unlock_med_mean_normal         0.136951  0.070696  0.140490  4.399681e-04   \n",
       "5   act_unknown_med_mean           0.128685 -0.209709  0.163865  9.638804e-04   \n",
       "6   audio_silence_med_mean_normal  0.120024  0.150590  0.057443  2.090724e-03   \n",
       "7   audio_voice_med_mean           0.111829  0.030939  0.102900  4.162856e-03   \n",
       "8   audio_silence_med_mean         0.081232  0.150590  0.057443  3.766841e-02   \n",
       "9   act_tilting_med_mean_normal    0.077875  0.280238  0.270397  4.634236e-02   \n",
       "10  sms_out_med_mean_normal        0.068839 -0.121685 -0.069681  7.832129e-02   \n",
       "11  light_med_mean_normal          0.044741 -0.028169  0.011150  2.528520e-01   \n",
       "12  act_invehicle_med_mean_normal  0.044545 -0.016286  0.102943  2.549452e-01   \n",
       "13  sms_in_med_mean_normal         0.040837 -0.135580 -0.102118  2.966776e-01   \n",
       "14  unlock_med_mean                0.039230  0.070696  0.140490  3.161144e-01   \n",
       "15  act_onbike_med_mean_normal     0.038115 -0.134656 -0.057314  3.300788e-01   \n",
       "16  act_onfoot_med_mean_normal     0.032107 -0.272091 -0.157593  4.120134e-01   \n",
       "17  conver_med_mean_normal         0.019268 -0.092636  0.055638  6.225484e-01   \n",
       "18  audio_voice_med_mean_normal    0.018775  0.030939  0.102900  6.314885e-01   \n",
       "19  calllog_med_mean               0.017085 -0.014559  0.078539  6.625174e-01   \n",
       "20  act_still_med_mean_normal     -0.003795  0.200856  0.112638  9.227656e-01   \n",
       "21  audio_amp_med_mean_normal     -0.008490 -0.086122  0.082376  8.283157e-01   \n",
       "22  audio_amp_med_mean            -0.015031 -0.086122  0.082376  7.009926e-01   \n",
       "23  audio_noise_med_mean          -0.044678 -0.158240 -0.038612  2.535279e-01   \n",
       "24  conver_med_mean               -0.055418 -0.092636  0.055638  1.565763e-01   \n",
       "25  act_invehicle_med_mean        -0.055960 -0.016286  0.102943  1.525518e-01   \n",
       "26  light_med_mean                -0.072559 -0.028169  0.011150  6.346700e-02   \n",
       "27  act_onbike_med_mean           -0.100149 -0.134656 -0.057314  1.032760e-02   \n",
       "28  sleep_med_mean                -0.142013 -0.081526 -0.046186  2.662632e-04   \n",
       "29  sms_out_med_mean              -0.162805 -0.121685 -0.069681  2.830842e-05   \n",
       "30  sms_in_med_mean               -0.170853 -0.135580 -0.102118  1.099393e-05   \n",
       "31  audio_noise_med_mean_normal   -0.255345 -0.158240 -0.038612  3.293295e-11   \n",
       "32  act_onfoot_med_mean           -0.256007 -0.272091 -0.157593  2.918686e-11   \n",
       "33  act_unknown_med_mean_normal   -0.303161 -0.209709  0.163865  2.167492e-15   \n",
       "0   act_still_med_mean_normal      0.265301 -0.160051 -0.173292  5.167261e-12   \n",
       "1   audio_noise_med_mean_normal    0.176208  0.094544 -0.046704  5.716211e-06   \n",
       "2   act_tilting_med_mean_normal    0.110404 -0.180923 -0.165951  4.672039e-03   \n",
       "3   act_unknown_med_mean_normal    0.105275  0.227121 -0.011544  7.004052e-03   \n",
       "4   audio_amp_med_mean             0.092975  0.082029  0.093545  1.730739e-02   \n",
       "5   audio_amp_med_mean_normal      0.084019  0.082029  0.093545  3.155664e-02   \n",
       "6   act_invehicle_med_mean         0.054794  0.167708  0.067232  1.612987e-01   \n",
       "7   audio_voice_med_mean           0.040285  0.011715  0.151706  3.032645e-01   \n",
       "8   act_onfoot_med_mean_normal     0.036857 -0.112520 -0.183387  3.462999e-01   \n",
       "9   act_unknown_med_mean           0.035823  0.227121 -0.011544  3.600043e-01   \n",
       "10  sleep_med_mean_normal          0.021627  0.306821  0.096615  5.806100e-01   \n",
       "11  act_onbike_med_mean_normal     0.019415 -0.072690 -0.139441  6.198975e-01   \n",
       "12  act_invehicle_med_mean_normal  0.008614  0.167708  0.067232  8.258385e-01   \n",
       "13  audio_silence_med_mean_normal  0.006018 -0.093862 -0.074449  8.778208e-01   \n",
       "14  conver_med_mean               -0.004202 -0.048380  0.119861  9.145202e-01   \n",
       "15  act_onbike_med_mean           -0.011191 -0.072690 -0.139441  7.749811e-01   \n",
       "16  audio_voice_med_mean_normal   -0.013961  0.011715  0.151706  7.213658e-01   \n",
       "17  sleep_med_mean                -0.021684  0.306821  0.096615  5.795984e-01   \n",
       "18  conver_med_mean_normal        -0.021712 -0.048380  0.119861  5.791181e-01   \n",
       "19  light_med_mean_normal         -0.052729 -0.071257 -0.082994  1.777035e-01   \n",
       "20  light_med_mean                -0.087424 -0.071257 -0.082994  2.525640e-02   \n",
       "21  calllog_med_mean              -0.109515 -0.185916 -0.107651  5.017613e-03   \n",
       "22  audio_noise_med_mean          -0.122541  0.094544 -0.046704  1.677688e-03   \n",
       "23  sms_in_med_mean_normal        -0.146866 -0.330978 -0.304029  1.619166e-04   \n",
       "24  act_tilting_med_mean          -0.148676 -0.180923 -0.165951  1.339742e-04   \n",
       "25  act_still_med_mean            -0.150596 -0.160051 -0.173292  1.093138e-04   \n",
       "26  unlock_med_mean_normal        -0.152557 -0.452772 -0.247122  8.858604e-05   \n",
       "27  calllog_med_mean_normal       -0.159428 -0.185916 -0.107651  4.155092e-05   \n",
       "28  act_onfoot_med_mean           -0.187059 -0.112520 -0.183387  1.429277e-06   \n",
       "29  sms_out_med_mean_normal       -0.192272 -0.338373 -0.294866  7.131975e-07   \n",
       "30  audio_silence_med_mean        -0.208465 -0.093862 -0.074449  7.272014e-08   \n",
       "31  sms_out_med_mean              -0.326576 -0.338373 -0.294866  9.620481e-18   \n",
       "32  sms_in_med_mean               -0.327815 -0.330978 -0.304029  7.126903e-18   \n",
       "33  unlock_med_mean               -0.407140 -0.452772 -0.247122  1.521643e-27   \n",
       "0   act_still_med_mean_normal      0.268004 -0.145791 -0.181929  3.083108e-12   \n",
       "1   audio_noise_med_mean_normal    0.174719  0.094893 -0.050412  6.869820e-06   \n",
       "2   act_unknown_med_mean_normal    0.112667  0.221791  0.025395  3.887259e-03   \n",
       "3   act_tilting_med_mean_normal    0.093227 -0.198987 -0.156656  1.700525e-02   \n",
       "4   audio_amp_med_mean_normal      0.080860  0.068914  0.067589  3.855592e-02   \n",
       "5   audio_amp_med_mean             0.075615  0.068914  0.067589  5.307657e-02   \n",
       "6   act_invehicle_med_mean         0.064667  0.168104  0.063996  9.821066e-02   \n",
       "7   act_unknown_med_mean           0.061256  0.221791  0.025395  1.172995e-01   \n",
       "8   act_onfoot_med_mean_normal     0.055810 -0.120050 -0.208486  1.536550e-01   \n",
       "9   act_onbike_med_mean_normal     0.035206 -0.091641 -0.148973  3.683422e-01   \n",
       "10  audio_voice_med_mean           0.030671  0.002893  0.153916  4.332459e-01   \n",
       "11  sleep_med_mean_normal          0.023149  0.261284  0.053939  5.542544e-01   \n",
       "12  audio_silence_med_mean_normal  0.005173 -0.093067 -0.094983  8.948794e-01   \n",
       "13  audio_voice_med_mean_normal   -0.003364  0.002893  0.153916  9.315170e-01   \n",
       "14  conver_med_mean_normal        -0.007041 -0.053187  0.126824  8.572627e-01   \n",
       "15  act_invehicle_med_mean_normal -0.008923  0.168104  0.063996  8.196990e-01   \n",
       "16  conver_med_mean               -0.022352 -0.053187  0.126824  5.679833e-01   \n",
       "17  light_med_mean_normal         -0.031253 -0.069093 -0.081821  4.245593e-01   \n",
       "18  act_onbike_med_mean           -0.033519 -0.091641 -0.148973  3.917427e-01   \n",
       "19  sleep_med_mean                -0.067009  0.261284  0.053939  8.659937e-02   \n",
       "20  light_med_mean                -0.093181 -0.069093 -0.081821  1.705969e-02   \n",
       "21  calllog_med_mean              -0.095873 -0.164579 -0.091916  1.410234e-02   \n",
       "22  audio_noise_med_mean          -0.106027  0.094893 -0.050412  6.606927e-03   \n",
       "23  calllog_med_mean_normal       -0.124937 -0.164579 -0.091916  1.355495e-03   \n",
       "24  sms_in_med_mean_normal        -0.146988 -0.333938 -0.314051  1.598740e-04   \n",
       "25  act_still_med_mean            -0.152616 -0.145791 -0.181929  8.802389e-05   \n",
       "26  unlock_med_mean_normal        -0.164305 -0.443037 -0.238717  2.381132e-05   \n",
       "27  act_tilting_med_mean          -0.174439 -0.198987 -0.156656  7.110490e-06   \n",
       "28  act_onfoot_med_mean           -0.195968 -0.120050 -0.208486  4.306097e-07   \n",
       "29  audio_silence_med_mean        -0.206219 -0.093067 -0.094983  1.009497e-07   \n",
       "30  sms_out_med_mean_normal       -0.209429 -0.336180 -0.299640  6.310782e-08   \n",
       "31  sms_out_med_mean              -0.320178 -0.336180 -0.299640  4.435012e-17   \n",
       "32  sms_in_med_mean               -0.325442 -0.333938 -0.314051  1.264840e-17   \n",
       "33  unlock_med_mean               -0.388271 -0.443037 -0.238717  5.381272e-25   \n",
       "\n",
       "          p_mean         p_std              ema_item  \n",
       "0   3.826472e-32  1.729414e-08  ema_CALM              \n",
       "1   1.877847e-13  1.115218e-12  ema_CALM              \n",
       "2   1.185818e-14  1.692229e-12  ema_CALM              \n",
       "3   5.108636e-01  1.741670e-04  ema_CALM              \n",
       "4   1.185818e-14  1.692229e-12  ema_CALM              \n",
       "5   5.456055e-01  4.219537e-05  ema_CALM              \n",
       "6   8.145646e-05  6.235704e-09  ema_CALM              \n",
       "7   3.826472e-32  1.729414e-08  ema_CALM              \n",
       "8   3.535645e-04  1.540486e-01  ema_CALM              \n",
       "9   1.877847e-13  1.115218e-12  ema_CALM              \n",
       "10  4.540849e-02  2.095846e-04  ema_CALM              \n",
       "11  2.311733e-04  1.521687e-04  ema_CALM              \n",
       "12  1.209150e-01  4.205560e-02  ema_CALM              \n",
       "13  4.271043e-02  9.449374e-02  ema_CALM              \n",
       "14  3.535645e-04  1.540486e-01  ema_CALM              \n",
       "15  1.209150e-01  4.205560e-02  ema_CALM              \n",
       "16  6.022051e-01  1.239962e-02  ema_CALM              \n",
       "17  8.799275e-10  7.745907e-03  ema_CALM              \n",
       "18  4.271043e-02  9.449374e-02  ema_CALM              \n",
       "19  6.983524e-03  5.818732e-01  ema_CALM              \n",
       "20  8.145646e-05  6.235704e-09  ema_CALM              \n",
       "21  2.586408e-01  5.886288e-04  ema_CALM              \n",
       "22  6.022051e-01  1.239962e-02  ema_CALM              \n",
       "23  8.799275e-10  7.745907e-03  ema_CALM              \n",
       "24  2.586408e-01  5.886288e-04  ema_CALM              \n",
       "25  9.128962e-01  9.501169e-01  ema_CALM              \n",
       "26  6.983524e-03  5.818732e-01  ema_CALM              \n",
       "27  9.128962e-01  9.501169e-01  ema_CALM              \n",
       "28  2.311733e-04  1.521687e-04  ema_CALM              \n",
       "29  3.316076e-05  4.134921e-01  ema_CALM              \n",
       "30  3.316076e-05  4.134921e-01  ema_CALM              \n",
       "31  5.456055e-01  4.219537e-05  ema_CALM              \n",
       "32  5.108636e-01  1.741670e-04  ema_CALM              \n",
       "33  4.540849e-02  2.095846e-04  ema_CALM              \n",
       "0   1.495876e-03  1.639600e-04  ema_DEPRESSED         \n",
       "1   2.446905e-18  7.864745e-01  ema_DEPRESSED         \n",
       "2   2.663387e-03  1.558863e-06  ema_DEPRESSED         \n",
       "3   3.216787e-01  9.526997e-01  ema_DEPRESSED         \n",
       "4   9.654913e-02  3.604234e-02  ema_DEPRESSED         \n",
       "5   1.126147e-04  5.345655e-05  ema_DEPRESSED         \n",
       "6   1.512881e-08  7.501349e-02  ema_DEPRESSED         \n",
       "7   3.554041e-05  4.080176e-04  ema_DEPRESSED         \n",
       "8   1.512881e-08  7.501349e-02  ema_DEPRESSED         \n",
       "9   3.465430e-03  7.690196e-01  ema_DEPRESSED         \n",
       "10  1.383850e-01  2.788135e-01  ema_DEPRESSED         \n",
       "11  5.008418e-01  5.780492e-01  ema_DEPRESSED         \n",
       "12  6.406168e-01  4.704849e-02  ema_DEPRESSED         \n",
       "13  3.727249e-06  7.036407e-05  ema_DEPRESSED         \n",
       "14  7.980478e-01  1.693986e-01  ema_DEPRESSED         \n",
       "15  7.980478e-01  1.693986e-01  ema_DEPRESSED         \n",
       "16  7.579050e-10  1.507812e-10  ema_DEPRESSED         \n",
       "17  1.383850e-01  2.788135e-01  ema_DEPRESSED         \n",
       "18  3.216787e-01  9.526997e-01  ema_DEPRESSED         \n",
       "19  5.823085e-10  1.373462e-08  ema_DEPRESSED         \n",
       "20  9.654913e-02  3.604234e-02  ema_DEPRESSED         \n",
       "21  5.008418e-01  5.780492e-01  ema_DEPRESSED         \n",
       "22  1.641491e-23  5.477778e-04  ema_DEPRESSED         \n",
       "23  3.465430e-03  7.690196e-01  ema_DEPRESSED         \n",
       "24  1.495876e-03  1.639600e-04  ema_DEPRESSED         \n",
       "25  2.446905e-18  7.864745e-01  ema_DEPRESSED         \n",
       "26  3.727249e-06  7.036407e-05  ema_DEPRESSED         \n",
       "27  3.554041e-05  4.080176e-04  ema_DEPRESSED         \n",
       "28  1.126147e-04  5.345655e-05  ema_DEPRESSED         \n",
       "29  6.406168e-01  4.704849e-02  ema_DEPRESSED         \n",
       "30  2.663387e-03  1.558863e-06  ema_DEPRESSED         \n",
       "31  7.579050e-10  1.507812e-10  ema_DEPRESSED         \n",
       "32  5.823085e-10  1.373462e-08  ema_DEPRESSED         \n",
       "33  1.641491e-23  5.477778e-04  ema_DEPRESSED         \n",
       "0   8.727205e-13  1.720314e-09  ema_HARM              \n",
       "1   1.173409e-14  8.109017e-04  ema_HARM              \n",
       "2   5.127924e-13  2.600929e-05  ema_HARM              \n",
       "3   7.489952e-07  1.340610e-05  ema_HARM              \n",
       "4   3.776295e-03  2.724223e-02  ema_HARM              \n",
       "5   1.237360e-02  3.313255e-04  ema_HARM              \n",
       "6   1.639700e-06  7.386588e-06  ema_HARM              \n",
       "7   2.536651e-10  2.143496e-03  ema_HARM              \n",
       "8   5.041088e-01  5.089041e-01  ema_HARM              \n",
       "9   8.727205e-13  1.720314e-09  ema_HARM              \n",
       "10  2.300024e-12  8.366208e-02  ema_HARM              \n",
       "11  5.127924e-13  2.600929e-05  ema_HARM              \n",
       "12  3.991110e-01  4.425922e-02  ema_HARM              \n",
       "13  1.237360e-02  3.313255e-04  ema_HARM              \n",
       "14  1.173409e-14  8.109017e-04  ema_HARM              \n",
       "15  3.991110e-01  4.425922e-02  ema_HARM              \n",
       "16  8.100122e-08  2.039344e-06  ema_HARM              \n",
       "17  3.776295e-03  2.724223e-02  ema_HARM              \n",
       "18  4.399219e-01  5.458943e-01  ema_HARM              \n",
       "19  4.399219e-01  5.458943e-01  ema_HARM              \n",
       "20  2.300024e-12  8.366208e-02  ema_HARM              \n",
       "21  5.041088e-01  5.089041e-01  ema_HARM              \n",
       "22  3.185542e-05  4.047770e-05  ema_HARM              \n",
       "23  9.506823e-04  2.570066e-04  ema_HARM              \n",
       "24  1.208687e-05  1.615725e-05  ema_HARM              \n",
       "25  9.506823e-04  2.570066e-04  ema_HARM              \n",
       "26  7.489952e-07  1.340610e-05  ema_HARM              \n",
       "27  3.185542e-05  4.047770e-05  ema_HARM              \n",
       "28  1.208687e-05  1.615725e-05  ema_HARM              \n",
       "29  2.536651e-10  2.143496e-03  ema_HARM              \n",
       "30  2.042324e-14  6.240423e-01  ema_HARM              \n",
       "31  8.100122e-08  2.039344e-06  ema_HARM              \n",
       "32  1.639700e-06  7.386588e-06  ema_HARM              \n",
       "33  2.042324e-14  6.240423e-01  ema_HARM              \n",
       "0   1.288541e-35  1.230044e-10  ema_HOPEFUL           \n",
       "1   8.011725e-05  9.627221e-02  ema_HOPEFUL           \n",
       "2   1.288541e-35  1.230044e-10  ema_HOPEFUL           \n",
       "3   1.206958e-07  5.223981e-05  ema_HOPEFUL           \n",
       "4   1.078430e-05  1.417765e-04  ema_HOPEFUL           \n",
       "5   5.858261e-02  2.369542e-01  ema_HOPEFUL           \n",
       "6   2.399070e-02  2.087340e-07  ema_HOPEFUL           \n",
       "7   4.536365e-08  1.114390e-07  ema_HOPEFUL           \n",
       "8   6.995457e-03  1.330166e-05  ema_HOPEFUL           \n",
       "9   1.013034e-01  9.802681e-02  ema_HOPEFUL           \n",
       "10  1.206958e-07  5.223981e-05  ema_HOPEFUL           \n",
       "11  8.011725e-05  9.627221e-02  ema_HOPEFUL           \n",
       "12  2.577952e-01  1.386642e-03  ema_HOPEFUL           \n",
       "13  8.922602e-01  4.280587e-01  ema_HOPEFUL           \n",
       "14  1.078430e-05  1.417765e-04  ema_HOPEFUL           \n",
       "15  6.587928e-01  3.711234e-04  ema_HOPEFUL           \n",
       "16  8.922602e-01  4.280587e-01  ema_HOPEFUL           \n",
       "17  6.995457e-03  1.330166e-05  ema_HOPEFUL           \n",
       "18  6.587928e-01  3.711234e-04  ema_HOPEFUL           \n",
       "19  2.415553e-02  2.217935e-08  ema_HOPEFUL           \n",
       "20  8.623821e-01  9.792676e-01  ema_HOPEFUL           \n",
       "21  1.555543e-12  2.453779e-02  ema_HOPEFUL           \n",
       "22  1.260106e-08  1.366291e-01  ema_HOPEFUL           \n",
       "23  8.623821e-01  9.792676e-01  ema_HOPEFUL           \n",
       "24  4.536365e-08  1.114390e-07  ema_HOPEFUL           \n",
       "25  1.555543e-12  2.453779e-02  ema_HOPEFUL           \n",
       "26  2.577952e-01  1.386642e-03  ema_HOPEFUL           \n",
       "27  5.858261e-02  2.369542e-01  ema_HOPEFUL           \n",
       "28  4.973705e-01  8.282116e-02  ema_HOPEFUL           \n",
       "29  4.973705e-01  8.282116e-02  ema_HOPEFUL           \n",
       "30  2.415553e-02  2.217935e-08  ema_HOPEFUL           \n",
       "31  1.260106e-08  1.366291e-01  ema_HOPEFUL           \n",
       "32  1.013034e-01  9.802681e-02  ema_HOPEFUL           \n",
       "33  2.399070e-02  2.087340e-07  ema_HOPEFUL           \n",
       "0   5.340315e-19  5.202556e-04  ema_SEEING_THINGS     \n",
       "1   6.858445e-13  4.028247e-07  ema_SEEING_THINGS     \n",
       "2   4.992811e-07  1.722949e-06  ema_SEEING_THINGS     \n",
       "3   5.758810e-12  3.962555e-04  ema_SEEING_THINGS     \n",
       "4   8.724579e-01  8.066620e-01  ema_SEEING_THINGS     \n",
       "5   5.743583e-01  4.314215e-01  ema_SEEING_THINGS     \n",
       "6   6.858445e-13  4.028247e-07  ema_SEEING_THINGS     \n",
       "7   3.683374e-03  2.177615e-02  ema_SEEING_THINGS     \n",
       "8   1.375278e-06  3.139434e-03  ema_SEEING_THINGS     \n",
       "9   7.404216e-06  7.868234e-05  ema_SEEING_THINGS     \n",
       "10  3.562124e-05  2.471024e-08  ema_SEEING_THINGS     \n",
       "11  3.683374e-03  2.177615e-02  ema_SEEING_THINGS     \n",
       "12  5.758810e-12  3.962555e-04  ema_SEEING_THINGS     \n",
       "13  1.375278e-06  3.139434e-03  ema_SEEING_THINGS     \n",
       "14  4.003215e-10  8.959593e-01  ema_SEEING_THINGS     \n",
       "15  9.984706e-13  5.615162e-03  ema_SEEING_THINGS     \n",
       "16  5.340315e-19  5.202556e-04  ema_SEEING_THINGS     \n",
       "17  1.759180e-02  2.871506e-03  ema_SEEING_THINGS     \n",
       "18  5.743583e-01  4.314215e-01  ema_SEEING_THINGS     \n",
       "19  8.724579e-01  8.066620e-01  ema_SEEING_THINGS     \n",
       "20  1.845993e-05  5.293796e-05  ema_SEEING_THINGS     \n",
       "21  7.063987e-05  1.393947e-04  ema_SEEING_THINGS     \n",
       "22  4.036439e-04  3.870756e-06  ema_SEEING_THINGS     \n",
       "23  4.003215e-10  8.959593e-01  ema_SEEING_THINGS     \n",
       "24  1.759180e-02  2.871506e-03  ema_SEEING_THINGS     \n",
       "25  7.063987e-05  1.393947e-04  ema_SEEING_THINGS     \n",
       "26  4.036439e-04  3.870756e-06  ema_SEEING_THINGS     \n",
       "27  1.845993e-05  5.293796e-05  ema_SEEING_THINGS     \n",
       "28  4.992811e-07  1.722949e-06  ema_SEEING_THINGS     \n",
       "29  9.984706e-13  5.615162e-03  ema_SEEING_THINGS     \n",
       "30  3.562124e-05  2.471024e-08  ema_SEEING_THINGS     \n",
       "31  7.404216e-06  7.868234e-05  ema_SEEING_THINGS     \n",
       "32  1.867623e-18  4.651443e-01  ema_SEEING_THINGS     \n",
       "33  1.867623e-18  4.651443e-01  ema_SEEING_THINGS     \n",
       "0   8.773240e-02  2.196537e-01  ema_SLEEPING          \n",
       "1   8.186842e-10  3.164966e-07  ema_SLEEPING          \n",
       "2   2.678510e-11  4.592133e-07  ema_SLEEPING          \n",
       "3   1.435781e-09  4.500217e-07  ema_SLEEPING          \n",
       "4   2.135202e-02  8.557882e-10  ema_SLEEPING          \n",
       "5   8.186842e-10  3.164966e-07  ema_SLEEPING          \n",
       "6   2.678510e-11  4.592133e-07  ema_SLEEPING          \n",
       "7   1.435781e-09  4.500217e-07  ema_SLEEPING          \n",
       "8   9.291524e-02  8.622131e-09  ema_SLEEPING          \n",
       "9   2.299739e-03  7.165953e-07  ema_SLEEPING          \n",
       "10  2.965090e-01  8.089531e-01  ema_SLEEPING          \n",
       "11  3.226259e-01  3.446882e-02  ema_SLEEPING          \n",
       "12  1.055647e-04  6.809679e-02  ema_SLEEPING          \n",
       "13  2.443734e-05  1.005623e-04  ema_SLEEPING          \n",
       "14  1.879773e-02  3.601430e-02  ema_SLEEPING          \n",
       "15  6.139553e-01  3.308852e-01  ema_SLEEPING          \n",
       "16  6.458523e-01  2.383605e-02  ema_SLEEPING          \n",
       "17  3.226259e-01  3.446882e-02  ema_SLEEPING          \n",
       "18  2.965090e-01  8.089531e-01  ema_SLEEPING          \n",
       "19  1.059891e-02  6.542904e-01  ema_SLEEPING          \n",
       "20  5.872355e-03  1.620008e-02  ema_SLEEPING          \n",
       "21  5.872355e-03  1.620008e-02  ema_SLEEPING          \n",
       "22  9.191269e-01  5.359983e-01  ema_SLEEPING          \n",
       "23  1.059891e-02  6.542904e-01  ema_SLEEPING          \n",
       "24  9.191269e-01  5.359983e-01  ema_SLEEPING          \n",
       "25  8.773240e-02  2.196537e-01  ema_SLEEPING          \n",
       "26  6.458523e-01  2.383605e-02  ema_SLEEPING          \n",
       "27  6.139553e-01  3.308852e-01  ema_SLEEPING          \n",
       "28  2.299739e-03  7.165953e-07  ema_SLEEPING          \n",
       "29  1.055647e-04  6.809679e-02  ema_SLEEPING          \n",
       "30  1.879773e-02  3.601430e-02  ema_SLEEPING          \n",
       "31  9.291524e-02  8.622131e-09  ema_SLEEPING          \n",
       "32  2.443734e-05  1.005623e-04  ema_SLEEPING          \n",
       "33  2.135202e-02  8.557882e-10  ema_SLEEPING          \n",
       "0   1.001154e-16  3.339033e-12  ema_SOCIAL            \n",
       "1   3.727843e-17  2.559968e-11  ema_SOCIAL            \n",
       "2   6.920312e-12  5.835031e-02  ema_SOCIAL            \n",
       "3   3.727843e-17  2.559968e-11  ema_SOCIAL            \n",
       "4   1.001154e-16  3.339033e-12  ema_SOCIAL            \n",
       "5   7.194327e-06  9.372767e-08  ema_SOCIAL            \n",
       "6   1.443621e-04  2.355315e-01  ema_SOCIAL            \n",
       "7   5.906015e-04  3.480240e-01  ema_SOCIAL            \n",
       "8   6.920312e-12  5.835031e-02  ema_SOCIAL            \n",
       "9   2.198868e-02  7.664904e-03  ema_SOCIAL            \n",
       "10  2.825639e-01  1.327691e-02  ema_SOCIAL            \n",
       "11  6.804066e-01  3.255773e-02  ema_SOCIAL            \n",
       "12  7.794268e-01  1.046589e-02  ema_SOCIAL            \n",
       "13  1.385946e-03  1.225681e-01  ema_SOCIAL            \n",
       "14  7.194327e-06  9.372767e-08  ema_SOCIAL            \n",
       "15  1.610223e-01  5.788911e-03  ema_SOCIAL            \n",
       "16  5.906015e-04  3.480240e-01  ema_SOCIAL            \n",
       "17  4.288727e-01  7.906168e-02  ema_SOCIAL            \n",
       "18  2.514666e-01  3.252191e-01  ema_SOCIAL            \n",
       "19  2.198868e-02  7.664904e-03  ema_SOCIAL            \n",
       "20  1.443621e-04  2.355315e-01  ema_SOCIAL            \n",
       "21  2.514666e-01  3.252191e-01  ema_SOCIAL            \n",
       "22  1.919139e-01  3.263716e-01  ema_SOCIAL            \n",
       "23  1.919139e-01  3.263716e-01  ema_SOCIAL            \n",
       "24  3.202757e-03  3.254749e-02  ema_SOCIAL            \n",
       "25  2.825639e-01  1.327691e-02  ema_SOCIAL            \n",
       "26  1.385946e-03  1.225681e-01  ema_SOCIAL            \n",
       "27  7.086501e-01  8.868177e-01  ema_SOCIAL            \n",
       "28  7.794268e-01  1.046589e-02  ema_SOCIAL            \n",
       "29  7.086501e-01  8.868177e-01  ema_SOCIAL            \n",
       "30  6.804066e-01  3.255773e-02  ema_SOCIAL            \n",
       "31  3.202757e-03  3.254749e-02  ema_SOCIAL            \n",
       "32  4.288727e-01  7.906168e-02  ema_SOCIAL            \n",
       "33  1.610223e-01  5.788911e-03  ema_SOCIAL            \n",
       "0   2.609346e-02  2.181611e-03  ema_STRESSED          \n",
       "1   2.806604e-14  5.475481e-01  ema_STRESSED          \n",
       "2   3.307076e-06  6.765729e-07  ema_STRESSED          \n",
       "3   3.254331e-01  1.810563e-01  ema_STRESSED          \n",
       "4   3.599723e-05  7.267340e-04  ema_STRESSED          \n",
       "5   6.220356e-01  5.468625e-01  ema_STRESSED          \n",
       "6   2.634294e-02  8.525455e-01  ema_STRESSED          \n",
       "7   7.597115e-05  1.257838e-03  ema_STRESSED          \n",
       "8   1.034205e-03  8.901602e-01  ema_STRESSED          \n",
       "9   2.099756e-01  4.429316e-01  ema_STRESSED          \n",
       "10  1.867761e-06  1.883765e-01  ema_STRESSED          \n",
       "11  1.867761e-06  1.883765e-01  ema_STRESSED          \n",
       "12  4.242470e-01  2.517654e-02  ema_STRESSED          \n",
       "13  5.517655e-08  6.750310e-05  ema_STRESSED          \n",
       "14  8.891419e-01  9.608449e-01  ema_STRESSED          \n",
       "15  1.034205e-03  8.901602e-01  ema_STRESSED          \n",
       "16  9.601456e-12  9.186796e-11  ema_STRESSED          \n",
       "17  8.891419e-01  9.608449e-01  ema_STRESSED          \n",
       "18  2.099756e-01  4.429316e-01  ema_STRESSED          \n",
       "19  2.322909e-12  7.700566e-12  ema_STRESSED          \n",
       "20  6.220356e-01  5.468625e-01  ema_STRESSED          \n",
       "21  2.609346e-02  2.181611e-03  ema_STRESSED          \n",
       "22  7.597115e-05  1.257838e-03  ema_STRESSED          \n",
       "23  2.634294e-02  8.525455e-01  ema_STRESSED          \n",
       "24  3.254331e-01  1.810563e-01  ema_STRESSED          \n",
       "25  6.363114e-24  6.076510e-06  ema_STRESSED          \n",
       "26  3.599723e-05  7.267340e-04  ema_STRESSED          \n",
       "27  2.806604e-14  5.475481e-01  ema_STRESSED          \n",
       "28  5.517655e-08  6.750310e-05  ema_STRESSED          \n",
       "29  4.242470e-01  2.517654e-02  ema_STRESSED          \n",
       "30  3.307076e-06  6.765729e-07  ema_STRESSED          \n",
       "31  9.601456e-12  9.186796e-11  ema_STRESSED          \n",
       "32  2.322909e-12  7.700566e-12  ema_STRESSED          \n",
       "33  6.363114e-24  6.076510e-06  ema_STRESSED          \n",
       "0   1.567248e-20  5.475722e-07  ema_THINK             \n",
       "1   1.201756e-11  8.061528e-07  ema_THINK             \n",
       "2   2.510875e-10  3.132058e-07  ema_THINK             \n",
       "3   9.000263e-04  4.588185e-01  ema_THINK             \n",
       "4   1.201756e-11  8.061528e-07  ema_THINK             \n",
       "5   2.510875e-10  3.132058e-07  ema_THINK             \n",
       "6   1.567248e-20  5.475722e-07  ema_THINK             \n",
       "7   1.141541e-04  1.234156e-06  ema_THINK             \n",
       "8   8.877128e-02  1.521280e-04  ema_THINK             \n",
       "9   2.066679e-01  6.432555e-01  ema_THINK             \n",
       "10  3.582689e-02  6.405427e-02  ema_THINK             \n",
       "11  1.141541e-04  1.234156e-06  ema_THINK             \n",
       "12  6.229805e-06  3.559336e-04  ema_THINK             \n",
       "13  2.440217e-01  3.173646e-01  ema_THINK             \n",
       "14  3.330577e-01  1.581759e-05  ema_THINK             \n",
       "15  3.177702e-01  3.534140e-04  ema_THINK             \n",
       "16  3.582689e-02  6.405427e-02  ema_THINK             \n",
       "17  8.848536e-01  7.955333e-03  ema_THINK             \n",
       "18  4.065540e-02  1.206196e-02  ema_THINK             \n",
       "19  3.596941e-02  8.346842e-02  ema_THINK             \n",
       "20  9.000263e-04  4.588185e-01  ema_THINK             \n",
       "21  7.130701e-04  6.260953e-01  ema_THINK             \n",
       "22  7.428641e-01  1.434141e-01  ema_THINK             \n",
       "23  3.177702e-01  3.534140e-04  ema_THINK             \n",
       "24  7.130701e-04  6.260953e-01  ema_THINK             \n",
       "25  4.065540e-02  1.206196e-02  ema_THINK             \n",
       "26  2.066679e-01  6.432555e-01  ema_THINK             \n",
       "27  3.596941e-02  8.346842e-02  ema_THINK             \n",
       "28  7.428641e-01  1.434141e-01  ema_THINK             \n",
       "29  3.330577e-01  1.581759e-05  ema_THINK             \n",
       "30  6.229805e-06  3.559336e-04  ema_THINK             \n",
       "31  8.848536e-01  7.955333e-03  ema_THINK             \n",
       "32  2.440217e-01  3.173646e-01  ema_THINK             \n",
       "33  8.877128e-02  1.521280e-04  ema_THINK             \n",
       "0   5.428072e-02  5.882623e-02  ema_VOICES            \n",
       "1   7.704501e-01  4.814826e-02  ema_VOICES            \n",
       "2   3.317620e-07  1.720753e-02  ema_VOICES            \n",
       "3   5.903742e-08  7.737979e-04  ema_VOICES            \n",
       "4   1.404997e-02  1.641764e-02  ema_VOICES            \n",
       "5   6.077838e-03  1.749699e-02  ema_VOICES            \n",
       "6   4.346854e-10  1.835023e-05  ema_VOICES            \n",
       "7   1.801083e-03  6.016233e-01  ema_VOICES            \n",
       "8   1.145500e-01  1.030328e-01  ema_VOICES            \n",
       "9   3.438041e-05  4.971043e-01  ema_VOICES            \n",
       "10  4.346854e-10  1.835023e-05  ema_VOICES            \n",
       "11  1.337658e-01  3.049483e-01  ema_VOICES            \n",
       "12  1.801083e-03  6.016233e-01  ema_VOICES            \n",
       "13  6.077838e-03  1.749699e-02  ema_VOICES            \n",
       "14  2.286922e-03  6.076894e-01  ema_VOICES            \n",
       "15  7.995591e-03  2.221153e-03  ema_VOICES            \n",
       "16  1.207874e-03  1.290859e-05  ema_VOICES            \n",
       "17  2.417650e-08  1.607388e-08  ema_VOICES            \n",
       "18  1.145500e-01  1.030328e-01  ema_VOICES            \n",
       "19  3.438041e-05  4.971043e-01  ema_VOICES            \n",
       "20  1.337658e-01  3.049483e-01  ema_VOICES            \n",
       "21  2.286922e-03  6.076894e-01  ema_VOICES            \n",
       "22  3.302218e-08  9.980748e-09  ema_VOICES            \n",
       "23  5.428072e-02  5.882623e-02  ema_VOICES            \n",
       "24  5.535895e-03  1.641705e-01  ema_VOICES            \n",
       "25  7.704501e-01  4.814826e-02  ema_VOICES            \n",
       "26  7.995591e-03  2.221153e-03  ema_VOICES            \n",
       "27  1.404997e-02  1.641764e-02  ema_VOICES            \n",
       "28  5.535895e-03  1.641705e-01  ema_VOICES            \n",
       "29  1.207874e-03  1.290859e-05  ema_VOICES            \n",
       "30  3.302218e-08  9.980748e-09  ema_VOICES            \n",
       "31  2.417650e-08  1.607388e-08  ema_VOICES            \n",
       "32  3.317620e-07  1.720753e-02  ema_VOICES            \n",
       "33  5.903742e-08  7.737979e-04  ema_VOICES            \n",
       "0   4.692790e-01  1.325990e-02  ema_neg_score         \n",
       "1   2.436163e-21  9.058409e-01  ema_neg_score         \n",
       "2   1.421596e-08  3.063195e-04  ema_neg_score         \n",
       "3   1.243391e-06  3.233955e-01  ema_neg_score         \n",
       "4   1.000694e-03  1.298778e-03  ema_neg_score         \n",
       "5   1.936273e-07  1.531607e-06  ema_neg_score         \n",
       "6   3.086289e-10  3.916108e-01  ema_neg_score         \n",
       "7   1.407508e-04  1.339064e-03  ema_neg_score         \n",
       "8   4.228613e-10  3.804043e-02  ema_neg_score         \n",
       "9   4.051528e-01  1.642213e-01  ema_neg_score         \n",
       "10  3.385317e-01  1.069809e-01  ema_neg_score         \n",
       "11  4.228613e-10  3.804043e-02  ema_neg_score         \n",
       "12  1.000694e-03  1.298778e-03  ema_neg_score         \n",
       "13  2.112169e-06  2.314761e-06  ema_neg_score         \n",
       "14  3.086289e-10  3.916108e-01  ema_neg_score         \n",
       "15  1.299908e-01  2.231809e-02  ema_neg_score         \n",
       "16  3.292137e-23  1.446892e-08  ema_neg_score         \n",
       "17  3.385317e-01  1.069809e-01  ema_neg_score         \n",
       "18  4.051528e-01  1.642213e-01  ema_neg_score         \n",
       "19  4.156341e-14  5.208676e-14  ema_neg_score         \n",
       "20  1.243391e-06  3.233955e-01  ema_neg_score         \n",
       "21  1.299908e-01  2.231809e-02  ema_neg_score         \n",
       "22  1.727949e-13  1.243504e-12  ema_neg_score         \n",
       "23  4.066754e-06  8.144539e-02  ema_neg_score         \n",
       "24  1.421596e-08  3.063195e-04  ema_neg_score         \n",
       "25  1.407508e-04  1.339064e-03  ema_neg_score         \n",
       "26  4.692790e-01  1.325990e-02  ema_neg_score         \n",
       "27  2.112169e-06  2.314761e-06  ema_neg_score         \n",
       "28  2.436163e-21  9.058409e-01  ema_neg_score         \n",
       "29  1.936273e-07  1.531607e-06  ema_neg_score         \n",
       "30  4.066754e-06  8.144539e-02  ema_neg_score         \n",
       "31  1.727949e-13  1.243504e-12  ema_neg_score         \n",
       "32  4.156341e-14  5.208676e-14  ema_neg_score         \n",
       "33  3.292137e-23  1.446892e-08  ema_neg_score         \n",
       "0   1.418361e-28  2.254099e-08  ema_pos_score         \n",
       "1   7.640535e-16  7.670907e-11  ema_pos_score         \n",
       "2   2.223587e-14  4.480594e-11  ema_pos_score         \n",
       "3   1.168495e-04  3.606792e-01  ema_pos_score         \n",
       "4   7.640535e-16  7.670907e-11  ema_pos_score         \n",
       "5   1.418361e-28  2.254099e-08  ema_pos_score         \n",
       "6   2.223587e-14  4.480594e-11  ema_pos_score         \n",
       "7   1.768493e-04  1.322793e-07  ema_pos_score         \n",
       "8   6.362557e-01  1.030106e-01  ema_pos_score         \n",
       "9   7.320078e-01  1.596260e-02  ema_pos_score         \n",
       "10  2.327842e-02  3.736141e-05  ema_pos_score         \n",
       "11  2.084350e-01  3.451048e-04  ema_pos_score         \n",
       "12  5.108123e-08  2.039701e-04  ema_pos_score         \n",
       "13  2.822823e-01  3.404709e-06  ema_pos_score         \n",
       "14  1.768493e-04  1.322793e-07  ema_pos_score         \n",
       "15  9.642799e-02  1.116142e-01  ema_pos_score         \n",
       "16  9.642799e-02  1.116142e-01  ema_pos_score         \n",
       "17  2.866170e-02  2.545593e-01  ema_pos_score         \n",
       "18  8.394892e-01  1.901725e-03  ema_pos_score         \n",
       "19  7.817985e-04  2.268878e-03  ema_pos_score         \n",
       "20  1.168495e-04  3.606792e-01  ema_pos_score         \n",
       "21  3.729713e-01  1.702877e-01  ema_pos_score         \n",
       "22  2.084350e-01  3.451048e-04  ema_pos_score         \n",
       "23  2.866170e-02  2.545593e-01  ema_pos_score         \n",
       "24  1.037983e-05  8.905805e-01  ema_pos_score         \n",
       "25  1.037983e-05  8.905805e-01  ema_pos_score         \n",
       "26  7.817985e-04  2.268878e-03  ema_pos_score         \n",
       "27  2.822823e-01  3.404709e-06  ema_pos_score         \n",
       "28  3.729713e-01  1.702877e-01  ema_pos_score         \n",
       "29  8.394892e-01  1.901725e-03  ema_pos_score         \n",
       "30  6.362557e-01  1.030106e-01  ema_pos_score         \n",
       "31  5.108123e-08  2.039701e-04  ema_pos_score         \n",
       "32  7.320078e-01  1.596260e-02  ema_pos_score         \n",
       "33  2.327842e-02  3.736141e-05  ema_pos_score         \n",
       "0   2.766755e-13  1.942305e-12  ema_resp_time_median  \n",
       "1   2.176346e-07  3.896510e-03  ema_resp_time_median  \n",
       "2   3.698133e-02  2.378336e-01  ema_resp_time_median  \n",
       "3   7.099635e-01  4.450355e-02  ema_resp_time_median  \n",
       "4   7.058795e-02  3.102460e-04  ema_resp_time_median  \n",
       "5   6.054833e-08  2.505671e-05  ema_resp_time_median  \n",
       "6   1.093931e-04  1.419592e-01  ema_resp_time_median  \n",
       "7   4.292446e-01  8.401663e-03  ema_resp_time_median  \n",
       "8   1.093931e-04  1.419592e-01  ema_resp_time_median  \n",
       "9   2.766755e-13  1.942305e-12  ema_resp_time_median  \n",
       "10  1.808931e-03  7.473219e-02  ema_resp_time_median  \n",
       "11  4.717055e-01  7.757724e-01  ema_resp_time_median  \n",
       "12  6.773748e-01  8.374654e-03  ema_resp_time_median  \n",
       "13  5.026474e-04  8.913875e-03  ema_resp_time_median  \n",
       "14  7.058795e-02  3.102460e-04  ema_resp_time_median  \n",
       "15  5.494705e-04  1.428540e-01  ema_resp_time_median  \n",
       "16  1.396371e-12  5.102034e-05  ema_resp_time_median  \n",
       "17  1.772071e-02  1.549312e-01  ema_resp_time_median  \n",
       "18  4.292446e-01  8.401663e-03  ema_resp_time_median  \n",
       "19  7.099635e-01  4.450355e-02  ema_resp_time_median  \n",
       "20  2.176346e-07  3.896510e-03  ema_resp_time_median  \n",
       "21  2.752433e-02  3.504717e-02  ema_resp_time_median  \n",
       "22  2.752433e-02  3.504717e-02  ema_resp_time_median  \n",
       "23  4.746886e-05  3.238051e-01  ema_resp_time_median  \n",
       "24  1.772071e-02  1.549312e-01  ema_resp_time_median  \n",
       "25  6.773748e-01  8.374654e-03  ema_resp_time_median  \n",
       "26  4.717055e-01  7.757724e-01  ema_resp_time_median  \n",
       "27  5.494705e-04  1.428540e-01  ema_resp_time_median  \n",
       "28  3.698133e-02  2.378336e-01  ema_resp_time_median  \n",
       "29  1.808931e-03  7.473219e-02  ema_resp_time_median  \n",
       "30  5.026474e-04  8.913875e-03  ema_resp_time_median  \n",
       "31  4.746886e-05  3.238051e-01  ema_resp_time_median  \n",
       "32  1.396371e-12  5.102034e-05  ema_resp_time_median  \n",
       "33  6.054833e-08  2.505671e-05  ema_resp_time_median  \n",
       "0   3.873452e-05  8.181981e-06  ema_score             \n",
       "1   1.550025e-02  2.326124e-01  ema_score             \n",
       "2   3.161782e-06  1.966254e-05  ema_score             \n",
       "3   4.138003e-09  7.680703e-01  ema_score             \n",
       "4   3.582561e-02  1.663086e-02  ema_score             \n",
       "5   3.582561e-02  1.663086e-02  ema_score             \n",
       "6   1.599418e-05  8.555403e-02  ema_score             \n",
       "7   7.647487e-01  9.707740e-05  ema_score             \n",
       "8   3.934379e-03  2.306079e-06  ema_score             \n",
       "9   4.138003e-09  7.680703e-01  ema_score             \n",
       "10  9.590272e-16  1.337069e-02  ema_score             \n",
       "11  6.299103e-02  3.443922e-04  ema_score             \n",
       "12  1.599418e-05  8.555403e-02  ema_score             \n",
       "13  1.626417e-02  5.686286e-02  ema_score             \n",
       "14  2.162555e-01  2.120370e-03  ema_score             \n",
       "15  6.299103e-02  3.443922e-04  ema_score             \n",
       "16  7.647487e-01  9.707740e-05  ema_score             \n",
       "17  9.590272e-16  1.337069e-02  ema_score             \n",
       "18  2.162555e-01  2.120370e-03  ema_score             \n",
       "19  6.837598e-02  3.369737e-02  ema_score             \n",
       "20  6.837598e-02  3.369737e-02  ema_score             \n",
       "21  1.660389e-06  5.818196e-03  ema_score             \n",
       "22  1.550025e-02  2.326124e-01  ema_score             \n",
       "23  3.291365e-18  1.788115e-15  ema_score             \n",
       "24  3.161782e-06  1.966254e-05  ema_score             \n",
       "25  3.873452e-05  8.181981e-06  ema_score             \n",
       "26  2.020196e-34  1.434140e-10  ema_score             \n",
       "27  1.660389e-06  5.818196e-03  ema_score             \n",
       "28  3.934379e-03  2.306079e-06  ema_score             \n",
       "29  5.218543e-19  1.318498e-14  ema_score             \n",
       "30  1.626417e-02  5.686286e-02  ema_score             \n",
       "31  5.218543e-19  1.318498e-14  ema_score             \n",
       "32  3.291365e-18  1.788115e-15  ema_score             \n",
       "33  2.020196e-34  1.434140e-10  ema_score             \n",
       "0   1.810309e-04  2.780800e-06  prev_ema_score        \n",
       "1   1.512169e-02  1.975573e-01  prev_ema_score        \n",
       "2   9.634092e-09  5.164652e-01  prev_ema_score        \n",
       "3   2.831052e-07  5.660587e-05  prev_ema_score        \n",
       "4   7.799692e-02  8.390482e-02  prev_ema_score        \n",
       "5   7.799692e-02  8.390482e-02  prev_ema_score        \n",
       "6   1.526211e-05  1.017559e-01  prev_ema_score        \n",
       "7   9.634092e-09  5.164652e-01  prev_ema_score        \n",
       "8   2.086088e-03  7.250047e-08  prev_ema_score        \n",
       "9   1.898448e-02  1.298446e-04  prev_ema_score        \n",
       "10  9.410877e-01  7.645757e-05  prev_ema_score        \n",
       "11  1.101225e-11  1.679523e-01  prev_ema_score        \n",
       "12  1.719594e-02  1.502622e-02  prev_ema_score        \n",
       "13  9.410877e-01  7.645757e-05  prev_ema_score        \n",
       "14  1.739625e-01  1.142986e-03  prev_ema_score        \n",
       "15  1.526211e-05  1.017559e-01  prev_ema_score        \n",
       "16  1.739625e-01  1.142986e-03  prev_ema_score        \n",
       "17  7.722339e-02  3.629959e-02  prev_ema_score        \n",
       "18  1.898448e-02  1.298446e-04  prev_ema_score        \n",
       "19  1.101225e-11  1.679523e-01  prev_ema_score        \n",
       "20  7.722339e-02  3.629959e-02  prev_ema_score        \n",
       "21  2.306750e-05  1.862796e-02  prev_ema_score        \n",
       "22  1.512169e-02  1.975573e-01  prev_ema_score        \n",
       "23  2.306750e-05  1.862796e-02  prev_ema_score        \n",
       "24  1.584414e-18  1.851833e-16  prev_ema_score        \n",
       "25  1.810309e-04  2.780800e-06  prev_ema_score        \n",
       "26  7.270905e-33  6.113117e-10  prev_ema_score        \n",
       "27  2.831052e-07  5.660587e-05  prev_ema_score        \n",
       "28  2.086088e-03  7.250047e-08  prev_ema_score        \n",
       "29  1.719594e-02  1.502622e-02  prev_ema_score        \n",
       "30  9.057776e-19  4.697708e-15  prev_ema_score        \n",
       "31  9.057776e-19  4.697708e-15  prev_ema_score        \n",
       "32  1.584414e-18  1.851833e-16  prev_ema_score        \n",
       "33  7.270905e-33  6.113117e-10  prev_ema_score        "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "row_index = [r for r in corr_table.index if \"ema\" in r]\n",
    "col_index_med_mean = [c for c in corr_table.columns if 'med_mean' in c and 'raw' not in c]\n",
    "corr_table_small_med_mean = corr_table.loc[row_index, col_index_med_mean]\n",
    "# print r in desceding order for each ema score\n",
    "ordered_list_all = pd.DataFrame()\n",
    "for i in corr_table_small_med_mean.index:\n",
    "#     print(i)\n",
    "    ordered_list = corr_table_small_med_mean.loc[i].sort_values(ascending=False).rename('diff')\n",
    "    ordered_list = ordered_list.to_frame()\n",
    "    ordered_list = ordered_list.reset_index()\n",
    "#     print(ordered_list)\n",
    "    means = []\n",
    "    stds = []\n",
    "    num_days = []\n",
    "    pvals_diff = []\n",
    "    pvals_mean = []\n",
    "    pvals_std = []\n",
    "    pvals_num_days = []\n",
    "    for item in ordered_list['index']:\n",
    "        pvals_diff.append(p_table.loc[i][item])\n",
    "        for b in range(len(behavior_names)):            \n",
    "            if behavior_names[b] in item:\n",
    "                means.append(corr_table_small.loc[i][behavior_names[b] + '_avg'])\n",
    "                stds.append(corr_table_small.loc[i][behavior_names[b] + '_std'])\n",
    "                num_days.append(corr_table_small.loc[i][behavior_names[b] + '_num_good_days'])\n",
    "                pvals_mean.append(p_table.loc[i][behavior_names[b] + '_avg'])\n",
    "                pvals_std.append(p_table.loc[i][behavior_names[b] + '_std'])\n",
    "                pvals_num_days.append(p_table.loc[i][behavior_names[b] + '_num_good_days'])\n",
    "\n",
    "    ordered_list['mean'] = means\n",
    "    ordered_list['std'] = stds                                     \n",
    "    ordered_list['p_diff'] = pvals_diff\n",
    "    ordered_list['p_mean'] = pvals_mean\n",
    "    ordered_list['p_std'] = pvals_std                                     \n",
    "    ordered_list['ema_item'] = [i] * len(ordered_list)\n",
    "    ordered_list_all = pd.concat([ordered_list_all, ordered_list])\n",
    "\n",
    "ordered_list_all "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Bonferroni correction \n",
    "ordered_list_all['p_diff'] = ordered_list_all['p_diff']*17"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## correlations between stability index and mean"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>abs_diff&amp;mean</th>\n",
       "      <th>normal_diff&amp;mean</th>\n",
       "      <th>abs&amp;normal</th>\n",
       "      <th>p_abs</th>\n",
       "      <th>p_normal</th>\n",
       "      <th>p_abs_normal</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>behavior</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>calllog</th>\n",
       "      <td>0.916623</td>\n",
       "      <td>0.231471</td>\n",
       "      <td>0.164982</td>\n",
       "      <td>3.181376e-262</td>\n",
       "      <td>2.043396e-09</td>\n",
       "      <td>2.201432e-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sms_in</th>\n",
       "      <td>0.944311</td>\n",
       "      <td>0.387486</td>\n",
       "      <td>0.281945</td>\n",
       "      <td>1.971455e-317</td>\n",
       "      <td>6.815077e-25</td>\n",
       "      <td>1.957046e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sms_out</th>\n",
       "      <td>0.952715</td>\n",
       "      <td>0.362237</td>\n",
       "      <td>0.269413</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>9.677194e-22</td>\n",
       "      <td>2.349806e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>unlock</th>\n",
       "      <td>0.839042</td>\n",
       "      <td>0.334112</td>\n",
       "      <td>0.030700</td>\n",
       "      <td>8.927907e-175</td>\n",
       "      <td>1.517238e-18</td>\n",
       "      <td>4.328125e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>conver</th>\n",
       "      <td>0.739167</td>\n",
       "      <td>0.180785</td>\n",
       "      <td>-0.279585</td>\n",
       "      <td>3.458301e-114</td>\n",
       "      <td>3.217781e-06</td>\n",
       "      <td>3.156254e-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sleep</th>\n",
       "      <td>0.124040</td>\n",
       "      <td>0.201233</td>\n",
       "      <td>-0.798555</td>\n",
       "      <td>1.468835e-03</td>\n",
       "      <td>2.063388e-07</td>\n",
       "      <td>4.279013e-146</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>act_invehicle</th>\n",
       "      <td>0.762415</td>\n",
       "      <td>0.265414</td>\n",
       "      <td>0.013914</td>\n",
       "      <td>1.482101e-125</td>\n",
       "      <td>5.057070e-12</td>\n",
       "      <td>7.222690e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>act_onbike</th>\n",
       "      <td>0.776668</td>\n",
       "      <td>-0.043357</td>\n",
       "      <td>-0.109537</td>\n",
       "      <td>3.406742e-133</td>\n",
       "      <td>2.678499e-01</td>\n",
       "      <td>5.008825e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>act_onfoot</th>\n",
       "      <td>0.869794</td>\n",
       "      <td>-0.024943</td>\n",
       "      <td>-0.201472</td>\n",
       "      <td>1.667762e-202</td>\n",
       "      <td>5.239696e-01</td>\n",
       "      <td>1.994810e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>act_still</th>\n",
       "      <td>0.269620</td>\n",
       "      <td>0.099592</td>\n",
       "      <td>-0.626153</td>\n",
       "      <td>2.257692e-12</td>\n",
       "      <td>1.076173e-02</td>\n",
       "      <td>1.334606e-72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>act_tilting</th>\n",
       "      <td>0.774979</td>\n",
       "      <td>0.424039</td>\n",
       "      <td>0.043352</td>\n",
       "      <td>2.929130e-132</td>\n",
       "      <td>5.717574e-30</td>\n",
       "      <td>2.678997e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>act_unknown</th>\n",
       "      <td>-0.145637</td>\n",
       "      <td>0.777863</td>\n",
       "      <td>-0.374423</td>\n",
       "      <td>1.839389e-04</td>\n",
       "      <td>7.354219e-134</td>\n",
       "      <td>3.154695e-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>light</th>\n",
       "      <td>0.924803</td>\n",
       "      <td>0.278044</td>\n",
       "      <td>0.234803</td>\n",
       "      <td>2.885084e-276</td>\n",
       "      <td>4.301222e-13</td>\n",
       "      <td>1.179018e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>audio_amp</th>\n",
       "      <td>0.749440</td>\n",
       "      <td>0.084122</td>\n",
       "      <td>-0.264440</td>\n",
       "      <td>4.681880e-119</td>\n",
       "      <td>3.134810e-02</td>\n",
       "      <td>6.083107e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>audio_noise</th>\n",
       "      <td>0.343449</td>\n",
       "      <td>0.668306</td>\n",
       "      <td>-0.040151</td>\n",
       "      <td>1.432247e-19</td>\n",
       "      <td>5.785658e-86</td>\n",
       "      <td>3.048741e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>audio_silence</th>\n",
       "      <td>0.326071</td>\n",
       "      <td>0.919257</td>\n",
       "      <td>0.136319</td>\n",
       "      <td>1.086799e-17</td>\n",
       "      <td>1.389913e-266</td>\n",
       "      <td>4.678833e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>audio_voice</th>\n",
       "      <td>0.805857</td>\n",
       "      <td>0.029390</td>\n",
       "      <td>-0.277322</td>\n",
       "      <td>9.256550e-151</td>\n",
       "      <td>4.527039e-01</td>\n",
       "      <td>4.969539e-13</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               abs_diff&mean  normal_diff&mean  abs&normal          p_abs  \\\n",
       "behavior                                                                    \n",
       "calllog        0.916623       0.231471          0.164982    3.181376e-262   \n",
       "sms_in         0.944311       0.387486          0.281945    1.971455e-317   \n",
       "sms_out        0.952715       0.362237          0.269413    0.000000e+00    \n",
       "unlock         0.839042       0.334112          0.030700    8.927907e-175   \n",
       "conver         0.739167       0.180785         -0.279585    3.458301e-114   \n",
       "sleep          0.124040       0.201233         -0.798555    1.468835e-03    \n",
       "act_invehicle  0.762415       0.265414          0.013914    1.482101e-125   \n",
       "act_onbike     0.776668      -0.043357         -0.109537    3.406742e-133   \n",
       "act_onfoot     0.869794      -0.024943         -0.201472    1.667762e-202   \n",
       "act_still      0.269620       0.099592         -0.626153    2.257692e-12    \n",
       "act_tilting    0.774979       0.424039          0.043352    2.929130e-132   \n",
       "act_unknown   -0.145637       0.777863         -0.374423    1.839389e-04    \n",
       "light          0.924803       0.278044          0.234803    2.885084e-276   \n",
       "audio_amp      0.749440       0.084122         -0.264440    4.681880e-119   \n",
       "audio_noise    0.343449       0.668306         -0.040151    1.432247e-19    \n",
       "audio_silence  0.326071       0.919257          0.136319    1.086799e-17    \n",
       "audio_voice    0.805857       0.029390         -0.277322    9.256550e-151   \n",
       "\n",
       "                    p_normal   p_abs_normal  \n",
       "behavior                                     \n",
       "calllog        2.043396e-09   2.201432e-05   \n",
       "sms_in         6.815077e-25   1.957046e-13   \n",
       "sms_out        9.677194e-22   2.349806e-12   \n",
       "unlock         1.517238e-18   4.328125e-01   \n",
       "conver         3.217781e-06   3.156254e-13   \n",
       "sleep          2.063388e-07   4.279013e-146  \n",
       "act_invehicle  5.057070e-12   7.222690e-01   \n",
       "act_onbike     2.678499e-01   5.008825e-03   \n",
       "act_onfoot     5.239696e-01   1.994810e-07   \n",
       "act_still      1.076173e-02   1.334606e-72   \n",
       "act_tilting    5.717574e-30   2.678997e-01   \n",
       "act_unknown    7.354219e-134  3.154695e-23   \n",
       "light          4.301222e-13   1.179018e-09   \n",
       "audio_amp      3.134810e-02   6.083107e-12   \n",
       "audio_noise    5.785658e-86   3.048741e-01   \n",
       "audio_silence  1.389913e-266  4.678833e-04   \n",
       "audio_voice    4.527039e-01   4.969539e-13   "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "corr_mean = pd.DataFrame()\n",
    "absolutes = []\n",
    "normals = []\n",
    "absolute_normals = []\n",
    "pvals_absolute = []\n",
    "pvals_normal = []\n",
    "pvals_absolute_normals = []\n",
    "for behavior in behavior_names:\n",
    "    absolutes.append(corr_table.loc[behavior + '_med_mean', behavior + '_avg'])\n",
    "    normals.append(corr_table.loc[behavior + '_med_mean_normal', behavior + '_avg'])\n",
    "    absolute_normals.append(corr_table.loc[behavior + '_med_mean', behavior + '_med_mean_normal'])\n",
    "    pvals_absolute.append(p_table.loc[behavior + '_med_mean', behavior + '_avg'])\n",
    "    pvals_normal.append(p_table.loc[behavior + '_med_mean_normal', behavior + '_avg'])\n",
    "    pvals_absolute_normals.append(p_table.loc[behavior + '_med_mean', behavior + '_med_mean_normal'])\n",
    "corr_mean['behavior'] = behavior_names\n",
    "corr_mean['abs_diff&mean'] = absolutes\n",
    "corr_mean['normal_diff&mean'] = normals\n",
    "corr_mean['abs&normal'] = absolute_normals\n",
    "\n",
    "corr_mean['p_abs'] = pvals_absolute\n",
    "corr_mean['p_normal'] = pvals_normal\n",
    "\n",
    "corr_mean['p_abs_normal'] = pvals_absolute_normals\n",
    "\n",
    "corr_mean = corr_mean.set_index('behavior')\n",
    "\n",
    "corr_mean"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.3044148740993883"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "corr_mean['normal_diff&mean'].mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.6454916291102034"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "corr_mean['abs_diff&mean'].mean()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}