Update notebooks with new models.

yzhao062 · Dec 30, 2018 · b284c45 · b284c45
1 parent 76ee3b3
commit b284c45
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Showing 3 changed files with 84 additions and 68 deletions.
diff --git a/CHANGES.txt b/CHANGES.txt
@@ -53,6 +53,8 @@ v<0.6.7>, <12/25/2018> -- Optimize LOCI with numba.
 v<0.6.7>, <12/26/2018> -- Refactor Feature Bagging and GAAL based models.
 v<0.6.7>, <12/27/2018> -- Refactor test cases for better coverage.
 v<0.6.7>, <12/28/2018> -- Redesign visualize function for all examples.
+v<0.6.7>, <12/30/2018> -- Add new models to jupyter notebook and benchmark.
+
 
 
 

diff --git a/notebooks/Compare All Models.ipynb b/notebooks/Compare All Models.ipynb
diff --git a/notebooks/Model Combination.ipynb b/notebooks/Model Combination.ipynb
@@ -19,8 +19,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
+   "execution_count": 1,
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "from __future__ import division\n",
@@ -46,7 +48,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 2,
    "metadata": {
     "collapsed": true
    },
@@ -80,7 +82,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -99,7 +101,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -155,7 +157,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -180,17 +182,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Combination by Average ROC:0.9182, precision @ rank n:0.5522\n",
-      "Combination by Maximization ROC:0.9225, precision @ rank n:0.597\n",
-      "Combination by AOM ROC:0.9288, precision @ rank n:0.6119\n",
-      "Combination by MOA ROC:0.9245, precision @ rank n:0.5821\n"
+      "Combination by Average ROC:0.9017, precision @ rank n:0.5342\n",
+      "Combination by Maximization ROC:0.9024, precision @ rank n:0.5616\n",
+      "Combination by AOM ROC:0.9073, precision @ rank n:0.5342\n",
+      "Combination by MOA ROC:0.91, precision @ rank n:0.5342\n"
      ]
     }
    ],