From 819e68f277f1f837bbc9904d01e949180f7fc487 Mon Sep 17 00:00:00 2001 From: Brett Beaulieu-Jones Date: Tue, 26 Jul 2016 06:23:52 +0000 Subject: [PATCH] [skip ci] Successful build from 5b12f4f32e082a15d986a6420c6fafb0bc09e921 --- Figures.html | 26380 +++++--------------- images/figure_2_a.png | Bin 66974 -> 67119 bytes images/figure_2_b.png | Bin 51602 -> 52768 bytes images/figure_2_c.png | Bin 57352 -> 57101 bytes images/figure_2_d.png | Bin 53404 -> 54432 bytes images/figure_2_f.png | Bin 49058 -> 50361 bytes images/figure_3_patients_100.png | Bin 12481 -> 12540 bytes images/figure_3_patients_1000.png | Bin 12867 -> 13064 bytes images/figure_3_patients_200.png | Bin 12577 -> 12584 bytes images/figure_3_patients_2000.png | Bin 12661 -> 12744 bytes images/figure_3_patients_500.png | Bin 13394 -> 13332 bytes images/figure_4_a.png | Bin 26323 -> 26938 bytes images/figure_4_b.png | Bin 23100 -> 23706 bytes images/figure_4_c.png | Bin 33965 -> 34615 bytes images/figure_5_a.png | Bin 77759 -> 76166 bytes images/figure_5_b.png | Bin 44041 -> 44900 bytes images/figure_5_c.png | Bin 68398 -> 68637 bytes images/figure_5_d.png | Bin 69321 -> 68850 bytes images/supp_figure_4_a_0.0.png | Bin 16070 -> 16637 bytes images/supp_figure_4_a_0.1.png | Bin 16446 -> 17049 bytes images/supp_figure_4_a_0.2.png | Bin 18258 -> 18828 bytes images/supp_figure_4_a_0.3.png | Bin 17368 -> 17869 bytes images/supp_figure_4_a_0.4.png | Bin 17661 -> 18202 bytes images/supp_figure_4_a_0.9.png | Bin 15957 -> 16392 bytes images/supp_figure_4_b_0.0.png | Bin 16590 -> 17151 bytes images/supp_figure_4_b_0.1.png | Bin 16507 -> 17068 bytes images/supp_figure_4_b_0.2.png | Bin 16768 -> 17354 bytes images/supp_figure_4_b_0.3.png | Bin 16802 -> 17245 bytes images/supp_figure_4_b_0.4.png | Bin 15930 -> 16459 bytes images/supp_figure_4_b_0.9.png | Bin 15652 -> 16142 bytes shippable/buildoutput/Figures.html | 34653 ++++++++------------------ shippable/codecoverage/coverage.xml | 2 +- shippable/testresults/tests.xml | 4 +- 33 files changed, 15992 insertions(+), 45047 deletions(-) diff --git a/Figures.html b/Figures.html index ca51964..3d6bb09 100644 --- a/Figures.html +++ b/Figures.html @@ -185,90 +185,6 @@ import matplotlib.pyplot as plt import patsy -%matplotlib inline -cmap = sns.diverging_palette(10, 240, as_cmap=True) - - - - - - -
-
- - -
-
-
/usr/local/lib/python3.4/dist-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.
-  warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')
-/usr/local/lib/python3.4/dist-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.
-  warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')
-
-
-
- -
-
- - -
-
-
-
-
-

Helper Functions + Settings (Load Data)

-
-
-
-
-
-
In [2]:
-
-
-
def load_data(run_name='1'):
-    path = './data/' + run_name + '/scores/'
-    scores = []
-    i = 0
-
-    for file in os.listdir(path):
-        if file.endswith('.p'):
-            score_dict = pkl.load(open(path + '/' + file, 'rb'))        
-            missing = 0
-
-            if file.startswith('m'):
-                split_file = file.split('_')
-                missing = float(split_file[0][1:])
-                split_file = split_file[1:]  
-            else:
-                split_file = file.split('_')
-
-            for s in score_dict.keys():
-                score = {}
-                score['missing'] = missing
-                score['model'] = int(split_file[0])
-                score['effects'] = int(split_file[1])
-                score['per_effect'] = int(split_file[2])
-                score['mag'] = float(split_file[3])
-                score['observed'] = int(split_file[4])
-                score['trial'] = int(split_file[5].split('.')[0])+1
-                score['patients'] = s
-
-                for m in score_dict[s]:
-                    score[m] = np.mean(score_dict[s][m])
-
-                scores.append(score)
-
-    df = pd.DataFrame(scores)
-    print(df.columns)
-    df = df.rename(columns={'fullrfc': 'Random Forest', 'rfc': 'Limited Random Forest', 
-                            'nearest_neighbors': 'Nearest Neighbors', 'svm': 'SVM', 
-                            'tree': 'Decision Tree', 'da_10000_2_fullrfc': 'DA (2)',
-                            'da_10000_4_fullrfc': 'DA (4)', 'da_10000_8_fullrfc': 'DA (8)',
-                            'da_10000_16_fullrfc': 'DA (16)'})
-    df['diff'] = df[da_classifier] - df[comparison_classifier]
-    df = df[np.isfinite(df['missing'])]
-    return df
-
 import numpy as np
 from numpy import linalg
 from numpy.linalg import norm
@@ -286,47 +202,15 @@ 

Helper Functions + Settings (Lo import theano import theano.tensor as T -# Random state. -RS = 42356 - import matplotlib.pyplot as plt import matplotlib.patheffects as PathEffects import matplotlib %matplotlib inline -import seaborn as sns - from moviepy.video.io.bindings import mplfig_to_npimage import moviepy.editor as mpy -def scatter(x, colors): - palette = np.array(sns.color_palette("hls", 10)) - - f = plt.figure(figsize=(8, 8)) - ax = plt.subplot(aspect='equal') - sc = ax.scatter(x[:,0], x[:,1], lw=0, s=40, - c=palette[colors.astype(np.int)]) - plt.xlim(-25, 25) - plt.ylim(-25, 25) - ax.axis('off') - ax.axis('tight') - - txts = [] - for i in range(2): - xtext, ytext = np.median(x[colors == i, :], axis=0) - txt = ax.text(xtext, ytext, str(i), fontsize=24) - txt.set_path_effects([ - PathEffects.Stroke(linewidth=5, foreground="w"), - PathEffects.Normal()]) - txts.append(txt) - - return f, ax, sc, txts - - -font = {'weight' : 'bold', - 'size' : 24} -da_classifier = "DA (2)" -comparison_classifier = "SVM" +import classes.helpers as helpers

@@ -339,7 +223,11 @@

Helper Functions + Settings (Lo
-
ERROR (theano.sandbox.cuda): nvcc compiler not found on $PATH. Check your nvcc installation and try again.
+
/usr/local/lib/python3.4/dist-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.
+  warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')
+/usr/local/lib/python3.4/dist-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.
+  warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')
+ERROR (theano.sandbox.cuda): nvcc compiler not found on $PATH. Check your nvcc installation and try again.
 
@@ -348,7 +236,7 @@

Helper Functions + Settings (Lo
Imageio: 'ffmpeg.linux64' was not found on your computer; downloading it now.
 Try 1. Download from https://github.com/imageio/imageio-binaries/raw/master/ffmpeg/ffmpeg.linux64 (27.2 MB)
-Downloading: 8192/28549024 bytes (0.0%)2588672/28549024 bytes (9.1%)5521408/28549024 bytes (19.3%)8495104/28549024 bytes (29.8%)11460608/28549024 bytes (40.1%)14426112/28549024 bytes (50.5%)17383424/28549024 bytes (60.9%)20357120/28549024 bytes (71.3%)23322624/28549024 bytes (81.7%)26296320/28549024 bytes (92.1%)28549024/28549024 bytes (100.0%)
+Downloading: 8192/28549024 bytes (0.0%)188416/28549024 bytes (0.7%)1843200/28549024 bytes (6.5%)4759552/28549024 bytes (16.7%)7708672/28549024 bytes (27.0%)10657792/28549024 bytes (37.3%)13590528/28549024 bytes (47.6%)16531456/28549024 bytes (57.9%)19447808/28549024 bytes (68.1%)22388736/28549024 bytes (78.4%)25321472/28549024 bytes (88.7%)28295168/28549024 bytes (99.1%)28549024/28549024 bytes (100.0%)
   Done
 File saved as /root/.imageio/ffmpeg/ffmpeg.linux64.
 
@@ -358,13 +246,34 @@

Helper Functions + Settings (Lo

+
+
+
+
In [2]:
+
+
+
# Random state.
+RS = 42356
+
+cmap = sns.diverging_palette(10, 240, as_cmap=True)
+font = {'weight' : 'bold',
+        'size'   : 24}
+
+da_classifier = "DA (2)"
+comparison_classifier = "SVM"
+
+ +
+
+
+
-

Figure 2

+

Figure 1

@@ -421,8 +330,7 @@

Figure 2

-

A.)

- +

A.) Input

@@ -437,7 +345,8 @@

Figure 2

for i in range(2)]) proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) -scatter(proj2, y_tsne) +helpers.scatter(proj2, y_tsne) +plt.savefig('./images/figure_2_a.png') @@ -448,19 +357,6 @@

Figure 2

-
Out[4]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc5006e1d0>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc5006eb38>,
- <matplotlib.collections.PathCollection at 0x7fdc46c85588>,
- [<matplotlib.text.Text at 0x7fdc46c85f98>,
-  <matplotlib.text.Text at 0x7fdc46c97748>])
-
- -
-
@@ -1356,8 +1252,7 @@

Figure 2

-

B.) 0

- +

B.) DA 0 Epochs

@@ -1380,7 +1275,8 @@

Figure 2

for i in range(2)]) proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) -scatter(proj2, y_tsne) +helpers.scatter(proj2, y_tsne) +plt.savefig('./images/figure_2_b.png') @@ -1391,19 +1287,6 @@

Figure 2

-
Out[5]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc4539b898>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc4517ffd0>,
- <matplotlib.collections.PathCollection at 0x7fdc44d406d8>,
- [<matplotlib.text.Text at 0x7fdc44d40fd0>,
-  <matplotlib.text.Text at 0x7fdc44d46860>])
-
- -
-
@@ -2132,8 +2015,7 @@

Figure 2

-

C.) 10

- +

C.) 10 Epochs

@@ -2156,7 +2038,8 @@

Figure 2

for i in range(2)]) proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) -scatter(proj2, y_tsne) +helpers.scatter(proj2, y_tsne) +plt.savefig('./images/figure_2_c.png') @@ -2167,19 +2050,6 @@

Figure 2

-
Out[6]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc44d51eb8>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc44d047b8>,
- <matplotlib.collections.PathCollection at 0x7fdc44cbfdd8>,
- [<matplotlib.text.Text at 0x7fdc44cc5978>,
-  <matplotlib.text.Text at 0x7fdc44cc5f60>])
-
- -
-
@@ -2963,8 +2833,7 @@

Figure 2

-

D.) 100

- +

D.) 100 Epochs

@@ -2987,7 +2856,8 @@

Figure 2

for i in range(2)]) proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) -scatter(proj2, y_tsne) +helpers.scatter(proj2, y_tsne) +plt.savefig('./images/figure_2_d.png') @@ -2998,19 +2868,6 @@

Figure 2

-
Out[7]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc44cd0588>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc44c6d0f0>,
- <matplotlib.collections.PathCollection at 0x7fdc44c38be0>,
- [<matplotlib.text.Text at 0x7fdc44c3f780>,
-  <matplotlib.text.Text at 0x7fdc44c3fd68>])
-
- -
-
@@ -3734,8 +3591,7 @@

Figure 2

-

E.) 1,000

- +

E.) 1,000 Epochs

@@ -3758,7 +3614,8 @@

Figure 2

for i in range(2)]) proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) -scatter(proj2, y_tsne) +helpers.scatter(proj2, y_tsne) +plt.savefig('./images/figure_2_f.png') @@ -3769,19 +3626,6 @@

Figure 2

-
Out[8]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc44c53e10>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc44bfc358>,
- <matplotlib.collections.PathCollection at 0x7fdc44baf940>,
- [<matplotlib.text.Text at 0x7fdc44bb54e0>,
-  <matplotlib.text.Text at 0x7fdc44bb5ac8>])
-
- -
-
@@ -4458,7 +4302,7 @@

Figure 2

-

F.) 10,000

+

Figure 3

Effect magnitude 2 to clean up noise here

@@ -4468,773 +4312,13 @@

Figure 2

In [9]:
-
i_theano = T.dmatrix('i_theano')
-f = open('./data/1/trained/2_10000.p', 'rb')
-da = pkl.load(f)
-
-get_hidden = da.get_hidden_values(i_theano)
-f = theano.function([i_theano], [get_hidden])
-x_hidden = f(X)[0]
-
-X_tsne = np.vstack([x_hidden[y==i]
-               for i in range(2)])
-y_tsne = np.hstack([y[y==i]
-               for i in range(2)])
-
-proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne)
-scatter(proj2, y_tsne)
-
- -
-
- - -
-
- - -
Out[9]:
- +
df = helpers.load_data('1')
 
-
-
(<matplotlib.figure.Figure at 0x7fdc44bea400>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc44aaca20>,
- <matplotlib.collections.PathCollection at 0x7fdc44af3e48>,
- [<matplotlib.text.Text at 0x7fdc44afc9e8>,
-  <matplotlib.text.Text at 0x7fdc44afcfd0>])
-
- -
- -
- - -
- -
- -
- -
-
- -
-
-
-
-
-
-

Figure 3

-
-
-
-
-
-
In [10]:
-
-
-
df = load_data('1')
+print(da_classifier)
 
 for p in df['patients'].unique():
-    df_select = df.loc[(df['patients'] == p) & (df['mag'] == 2)]
+    df_select = df.loc[(df['patients'] == p) & (df['mag'] == 2) & 
+                       (df['observed'] == 400)]
     four_col = df_select[['Random Forest', 'Nearest Neighbors', 'DA (2)', 'SVM']] #, 'da_2000_2_tree', 'svm']]
     four_col = four_col.rename(columns={'Random Forest':'RF', 'DA (10000)':'DA',
                        'Nearest Neighbors': 'NN', 'svm': 'SVM'})
@@ -5246,6 +4330,7 @@ 

Figure 3

g = sns.boxplot(data=four_col, notch=True, palette="husl") g.set_ylim([0, 1]) g.set_title('Patients: ' + str(p), fontdict=font) + plt.savefig('./images/figure_3_patients_' + str(p) + '.png')
@@ -5263,6 +4348,7 @@

Figure 3

@@ -5272,201 +4358,200 @@

Figure 3

@@ -5478,242 +4563,242 @@

Figure 3

@@ -5725,245 +4810,257 @@

Figure 3

@@ -5975,253 +5072,255 @@

Figure 3

@@ -6233,1081 +5332,251 @@

Figure 3

- - - - - - - - -
-
-
In [11]:
-
-
-
df = load_data('1')
-plt.figure(figsize=(20,10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="observed", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt=".2f", vmin=-0.5, vmax=0.5, cmap=cmap, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score') 
-
- -
-
-
- -
-
- - -
-
-
Index(['da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
-       'da_10000_2_svm', 'da_10000_2_tree', 'effects', 'fullrfc', 'mag',
-       'missing', 'model', 'nearest_neighbors', 'observed', 'patients',
-       'per_effect', 'rfc', 'svm', 'tree', 'trial'],
-      dtype='object')
-
-
-
- -
Out[11]:
- - -
-
<matplotlib.text.Text at 0x7fdc448060b8>
-
- -
- -
- - -
-
@@ -7332,17 +5601,16 @@

Figure 4

-

A.) Model 2

- +

Figure 4A

-
In [12]:
+
In [10]:
-
df = load_data('2')
+
df = helpers.load_data('2')
 four_col = df[['effects', 'mag', 'patients', 'Random Forest', 'Nearest Neighbors', comparison_classifier, 
                'DA (8)', 'DA (4)', 'DA (2)']]
 four_col = four_col.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
@@ -7354,7 +5622,7 @@ 

Figure 4

sns.set_style("whitegrid") sns.set_context("poster") g = sns.boxplot(data=results_df, palette="husl", notch=True) -# g.set_title('ROC AUC - Model 2') +plt.savefig('./images/figure_4_a.png')
@@ -7845,2031 +6113,22 @@

Figure 4

+
+
+
+
+
+
+

Figure 4B

+
+
-
In [13]:
+
In [11]:
-
df = load_data('2')
-four_col = df[['effects', 'mag', 'patients', 'Random Forest', 'Nearest Neighbors', comparison_classifier, 
-               'DA (8)', 'DA (4)', 'DA (2)']]
-four_col = four_col.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
-
-print(four_col['mag'].unique())
-
-for e in four_col['effects'].unique():
-    results_df = pd.DataFrame()
-    df_select = four_col.loc[(four_col['effects'] == e)]
-    df_select.drop(['effects', 'mag', 'patients'], axis=1, inplace=True)
-    results_df = pd.concat([results_df, (df_select)])
-    
-    print(results_df.mean())
-    plt.figure(figsize=(10,10))
-    sns.set_style("whitegrid")
-    sns.set_context("poster")
-    g = sns.boxplot(data=results_df, palette="husl", notch=True)
-    g.set_title('Model 2 - Effects: ' + str(e))
-
- -
-
-
- -
-
- - -
-
-
Index(['da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
-       'da_10000_2_svm', 'da_10000_2_tree', 'da_10000_4_fullrfc',
-       'da_10000_4_nearest_neighbors', 'da_10000_4_rfc', 'da_10000_4_svm',
-       'da_10000_4_tree', 'da_10000_8_fullrfc', 'da_10000_8_nearest_neighbors',
-       'da_10000_8_rfc', 'da_10000_8_svm', 'da_10000_8_tree', 'effects',
-       'fullrfc', 'mag', 'missing', 'model', 'nearest_neighbors', 'observed',
-       'patients', 'per_effect', 'rfc', 'svm', 'tree', 'trial'],
-      dtype='object')
-[ 5.  2.]
-RF        0.504416
-NN        0.510592
-SVM       0.497323
-DA (8)    0.493892
-DA (4)    0.502893
-DA (2)    0.502792
-dtype: float64
-RF        0.529613
-NN        0.512605
-SVM       0.525204
-DA (8)    0.512923
-DA (4)    0.496613
-DA (2)    0.494667
-dtype: float64
-RF        0.756767
-NN        0.684536
-SVM       0.696981
-DA (8)    0.833889
-DA (4)    0.849974
-DA (2)    0.694782
-dtype: float64
-RF        0.519916
-NN        0.508914
-SVM       0.498699
-DA (8)    0.494790
-DA (4)    0.495990
-DA (2)    0.496313
-dtype: float64
-
-
-
- -
- - -
- -
- -
- -
- - -
- -
- -
- -
- - -
- -
- -
- -
- - -
- -
- -
- -
-
- -
-
-
-
-
-
-

B.) Model 3 - -Recommend limiting to higher magnitude (methods look more even because there are simulations where no model can effectively classify)

- -
-
-
-
-
-
In [14]:
-
-
-
df = load_data('3')
+
df = helpers.load_data('3')
 # Randomness 
 expected_e = {1:1, 2: 1, 4:0.6875, 8:0.64, 16:0.6}
 results_df = pd.DataFrame()
@@ -9890,7 +6149,7 @@ 

Figure 4

sns.set_style("whitegrid") sns.set_context("poster") g = sns.boxplot(data=results_df, palette="husl", notch=True) -# g.set_title('Percent of Expected Max Classification') +plt.savefig('./images/figure_4_b.png')
@@ -10341,17 +6600,16 @@

Figure 4

-

C.) Model 4 - This model is very difficult to classify (turn magnitude up and limit number of effects for best results). You could also threshold where no model learns (all below 0.6) or something similar

- +

Figure 4C

-
In [15]:
+
In [12]:
-
df = load_data('4')
+
df = helpers.load_data('4')
 
 results_df = pd.DataFrame()
 four_col = df[['effects', 'mag', 'patients', 'Random Forest', 'Nearest Neighbors', comparison_classifier,
@@ -10360,7 +6618,7 @@ 

Figure 4

four_col = four_col.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'}) df_select = four_col -df_select = four_col.loc[(four_col['effects'] <= 4) & (four_col['patients']== 2000)] +df_select = four_col.loc[(four_col['effects'] <= 4)] df_select.drop(['effects', 'mag', 'patients'], axis=1, inplace=True) results_df = pd.concat([results_df, (df_select)]) @@ -10368,6 +6626,7 @@

Figure 4

sns.set_style("whitegrid") sns.set_context("poster") g = sns.boxplot(data=results_df, palette="husl", notch=True) +plt.savefig('./images/figure_4_c.png')
@@ -10399,15132 +6658,1162 @@

Figure 4

-
- -
- -
-
- -
-
-
-
In [16]:
-
-
-
df = load_data('4')
-
-results_df = pd.DataFrame()
-four_col = df[['effects', 'mag', 'patients', 'Random Forest', 'Nearest Neighbors', comparison_classifier,
-                   'DA (16)', 'DA (8)', 'DA (4)',
-                   'DA (2)']]
-four_col = four_col.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
-
-df_select = four_col
-df_select = four_col.loc[(four_col['effects'] <= 4)]
-df_select.drop(['effects', 'mag', 'patients'], axis=1, inplace=True)
-
-results_df = pd.concat([results_df, (df_select)])
-plt.figure(figsize=(10,10))
-sns.set_style("whitegrid")
-sns.set_context("poster")
-g = sns.boxplot(data=results_df, palette="husl", notch=True)
-
- -
-
-
- -
-
- - -
-
-
Index(['da_10000_16_fullrfc', 'da_10000_16_nearest_neighbors',
-       'da_10000_16_rfc', 'da_10000_16_svm', 'da_10000_16_tree',
-       'da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
-       'da_10000_2_svm', 'da_10000_2_tree', 'da_10000_4_fullrfc',
-       'da_10000_4_nearest_neighbors', 'da_10000_4_rfc', 'da_10000_4_svm',
-       'da_10000_4_tree', 'da_10000_8_fullrfc', 'da_10000_8_nearest_neighbors',
-       'da_10000_8_rfc', 'da_10000_8_svm', 'da_10000_8_tree', 'effects',
-       'fullrfc', 'mag', 'missing', 'model', 'nearest_neighbors', 'observed',
-       'patients', 'per_effect', 'rfc', 'svm', 'tree', 'trial'],
-      dtype='object')
-
-
-
- -
- - -
- -
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-
In [17]:
-
-
-
df = load_data('4')
-four_col = df[['effects', 'mag', 'patients', 'Random Forest', 'Nearest Neighbors', comparison_classifier,
-                   'DA (16)', 'DA (8)', 'DA (4)',
-                   'DA (2)']]
-four_col = four_col.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
-
-results_df = pd.DataFrame()
-print(four_col.shape)
-for e in four_col['effects'].unique():
-    df_select = four_col.loc[(four_col['effects'] == e)]
-    df_select.drop(['effects', 'mag', 'patients'], axis=1, inplace=True)
-    results_df = pd.concat([results_df, (df_select)])
-    
-    print(results_df.mean())
-    plt.figure(figsize=(10,10))
-    sns.set_style("whitegrid")
-    sns.set_context("poster")
-    g = sns.boxplot(data=results_df, palette="husl", notch=True)
-    g.set_title('ROC AUC - Model 4, effects: ' + str(e))
-
- -
-
-
- -
-
- - -
-
-
Index(['da_10000_16_fullrfc', 'da_10000_16_nearest_neighbors',
-       'da_10000_16_rfc', 'da_10000_16_svm', 'da_10000_16_tree',
-       'da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
-       'da_10000_2_svm', 'da_10000_2_tree', 'da_10000_4_fullrfc',
-       'da_10000_4_nearest_neighbors', 'da_10000_4_rfc', 'da_10000_4_svm',
-       'da_10000_4_tree', 'da_10000_8_fullrfc', 'da_10000_8_nearest_neighbors',
-       'da_10000_8_rfc', 'da_10000_8_svm', 'da_10000_8_tree', 'effects',
-       'fullrfc', 'mag', 'missing', 'model', 'nearest_neighbors', 'observed',
-       'patients', 'per_effect', 'rfc', 'svm', 'tree', 'trial'],
-      dtype='object')
-(210, 10)
-RF         0.499167
-NN         0.497849
-SVM        0.508955
-DA (16)    0.500404
-DA (8)     0.504369
-DA (4)     0.515426
-DA (2)     0.492253
-dtype: float64
-RF         0.503270
-NN         0.510840
-SVM        0.504570
-DA (16)    0.503712
-DA (8)     0.503695
-DA (4)     0.507469
-DA (2)     0.497621
-dtype: float64
-RF         0.543197
-NN         0.552415
-SVM        0.496342
-DA (16)    0.562217
-DA (8)     0.582587
-DA (4)     0.609738
-DA (2)     0.537210
-dtype: float64
-
-
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-

FIgure 5 - Missing Data

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-
In [18]:
-
-
-
df = load_data('1_md')
-
-# print(df.shape)
-# print(df[['missing', 'diff']])
-
-hidden_nodes = [1, 2, 4, 8, 16]
-da_classifier_list = []
-for n in hidden_nodes:
-    da = 'DA (' + str(n) + ')'
-    if (da in df.columns):
-        da_classifier_list.append(da)
-
-methods = da_classifier_list + [comparison_classifier, 'RF', 'NN']
-for m in df['missing'].unique():
-    df = df.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
-    df_select = df.loc[(df['missing'] == m)] # & (df['effects'] == 2)]
-    vals = df_select[methods]
-    plt.figure(figsize=(5,5))
-    plt.rc('font', **font)
-    sns.set_style("whitegrid")
-    sns.set_context("poster")
-    g = sns.boxplot(data=vals, notch=True, palette="husl")
-    g.set_title('Missing: ' + str(m), fontdict=font)
-
-plt.figure(figsize=(20,10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="effects", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt="f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
-plt.figure(figsize=(20,10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt=".2f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
-# diff for number of nodes 
-# diff_2_4 =
-# diff_4_8 =
-
-plt.figure(figsize=(20, 10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt="f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
-plt.figure(figsize=(20, 10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt="f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
- -
-
-
- -
-
- - -
-
-
Index(['da_10000_16_fullrfc', 'da_10000_16_nearest_neighbors',
-       'da_10000_16_rfc', 'da_10000_16_svm', 'da_10000_16_tree',
-       'da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
-       'da_10000_2_svm', 'da_10000_2_tree', 'da_10000_4_fullrfc',
-       'da_10000_4_nearest_neighbors', 'da_10000_4_rfc', 'da_10000_4_svm',
-       'da_10000_4_tree', 'da_10000_8_fullrfc', 'da_10000_8_nearest_neighbors',
-       'da_10000_8_rfc', 'da_10000_8_svm', 'da_10000_8_tree', 'effects',
-       'fullrfc', 'mag', 'missing', 'model', 'nearest_neighbors', 'observed',
-       'patients', 'per_effect', 'rfc', 'svm', 'tree', 'trial'],
-      dtype='object')
-
-
-
- -
Out[18]:
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<matplotlib.text.Text at 0x7fdc44935eb8>
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In [19]:
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df = load_data('3_md')
-
-# print(df.shape)
-# print(df[['missing', 'diff']])
-
-hidden_nodes = [1, 2, 4, 8, 16]
-da_classifier_list = []
-for n in hidden_nodes:
-    da = 'DA (' + str(n) + ')'
-    if (da in df.columns):
-        da_classifier_list.append(da)
-
-methods = da_classifier_list + [comparison_classifier, 'RF', 'NN']
-for m in df['missing'].unique():
-    df = df.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
-    df_select = df.loc[(df['missing'] == m)] # & (df['effects'] == 2)]
-    vals = df_select[methods]
-    plt.figure(figsize=(5,5))
-    plt.rc('font', **font)
-    sns.set_style("whitegrid")
-    sns.set_context("poster")
-    g = sns.boxplot(data=vals, notch=True, palette="husl")
-    g.set_title('Missing: ' + str(m), fontdict=font)
-
-plt.figure(figsize=(20,10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="effects", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt="f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
-plt.figure(figsize=(20,10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt=".2f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
-# diff for number of nodes 
-# diff_2_4 =
-# diff_4_8 =
-
-plt.figure(figsize=(20, 10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt="f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
-plt.figure(figsize=(20, 10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt="f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
- -
-
-
- -
-
- - -
-
-
Index(['da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
-       'da_10000_2_svm', 'da_10000_2_tree', 'da_10000_4_fullrfc',
-       'da_10000_4_nearest_neighbors', 'da_10000_4_rfc', 'da_10000_4_svm',
-       'da_10000_4_tree', 'da_10000_8_fullrfc', 'da_10000_8_nearest_neighbors',
-       'da_10000_8_rfc', 'da_10000_8_svm', 'da_10000_8_tree', 'effects',
-       'fullrfc', 'mag', 'missing', 'model', 'nearest_neighbors', 'observed',
-       'patients', 'per_effect', 'rfc', 'svm', 'tree', 'trial'],
-      dtype='object')
-
-
-
- -
Out[19]:
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-
<matplotlib.text.Text at 0x7fdc4472c160>
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- +
+
- +
+
+

Figure 4D

- -
- - -
-
-
+
+
+
In [13]:
+
+
+
df = helpers.load_data('4')
 
-
+results_df = pd.DataFrame() +four_col = df[['effects', 'mag', 'patients', 'Random Forest', 'Nearest Neighbors', comparison_classifier, + 'DA (16)', 'DA (8)', 'DA (4)', + 'DA (2)']] +four_col = four_col.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'}) +df_select = four_col +df_select = four_col.loc[(four_col['effects'] <= 4) & (four_col['patients'] == 2000)] +df_select.drop(['effects', 'mag', 'patients'], axis=1, inplace=True) -
- -
+results_df = pd.concat([results_df, (df_select)]) +plt.figure(figsize=(10,10)) +sns.set_style("whitegrid") +sns.set_context("poster") +g = sns.boxplot(data=results_df, palette="husl", notch=True) +plt.savefig('./images/figure_4_c.png') +
- -
- - -
-
-
-
+
+
-
- +
+
+
Index(['da_10000_16_fullrfc', 'da_10000_16_nearest_neighbors',
+       'da_10000_16_rfc', 'da_10000_16_svm', 'da_10000_16_tree',
+       'da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
+       'da_10000_2_svm', 'da_10000_2_tree', 'da_10000_4_fullrfc',
+       'da_10000_4_nearest_neighbors', 'da_10000_4_rfc', 'da_10000_4_svm',
+       'da_10000_4_tree', 'da_10000_8_fullrfc', 'da_10000_8_nearest_neighbors',
+       'da_10000_8_rfc', 'da_10000_8_svm', 'da_10000_8_tree', 'effects',
+       'fullrfc', 'mag', 'missing', 'model', 'nearest_neighbors', 'observed',
+       'patients', 'per_effect', 'rfc', 'svm', 'tree', 'trial'],
+      dtype='object')
+
-
-
@@ -25540,13 +7829,13 @@

FIgure 5 - Missing Data
-

Figure 6

+

Figure 5

-
In [20]:
+
In [14]:
# Redefine Scatter for 3 classes
@@ -25615,14 +7904,13 @@ 

Figure 6

-

A.) Input

- +

A. ) Figure 5A Raw Input

-
In [21]:
+
In [15]:
X_tsne = np.vstack([X[y==i]
@@ -25632,6 +7920,7 @@ 

Figure 6

proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) scatter(proj2, y_tsne) +plt.savefig('./images/figure_5_a.png')
@@ -25642,20 +7931,6 @@

Figure 6

-
Out[21]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc44c57f98>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc451a0080>,
- <matplotlib.collections.PathCollection at 0x7fdc4436ec18>,
- [<matplotlib.text.Text at 0x7fdc4438b7b8>,
-  <matplotlib.text.Text at 0x7fdc4438bda0>,
-  <matplotlib.text.Text at 0x7fdc4438d518>])
-
- -
-
@@ -26978,14 +9253,13 @@

Figure 6

-

B.) 2 Hidden Nodes

- +

B. ) Figure 5B - 2 hidden nodes

-
In [22]:
+
In [16]:
i_theano = T.dmatrix('i_theano')
@@ -27003,6 +9277,7 @@ 

Figure 6

proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) scatter(proj2, y_tsne) +plt.savefig('./images/figure_5_b.png')
@@ -27013,20 +9288,6 @@

Figure 6

-
Out[22]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc4439aa58>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc445c1cf8>,
- <matplotlib.collections.PathCollection at 0x7fdc3fefb128>,
- [<matplotlib.text.Text at 0x7fdc3fefbc88>,
-  <matplotlib.text.Text at 0x7fdc3feff2b0>,
-  <matplotlib.text.Text at 0x7fdc3feff9e8>])
-
- -
-
@@ -27811,14 +10072,13 @@

Figure 6

-

C.) 3 Hidden Nodes

- +

C. ) Figure 5C - 3 hidden nodes

-
In [23]:
+
In [17]:
i_theano = T.dmatrix('i_theano')
@@ -27836,6 +10096,7 @@ 

Figure 6

proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) scatter(proj2, y_tsne) +plt.savefig('./images/figure_5_c.png')
@@ -27846,20 +10107,6 @@

Figure 6

-
Out[23]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc445d47f0>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc44693828>,
- <matplotlib.collections.PathCollection at 0x7fdc4460d668>,
- [<matplotlib.text.Text at 0x7fdc4460df28>,
-  <matplotlib.text.Text at 0x7fdc445f0048>,
-  <matplotlib.text.Text at 0x7fdc445f0c18>])
-
- -
-
@@ -29059,14 +11306,13 @@

Figure 6

-

D.) 4 Hidden Nodes

- +

D. ) Figure 5D - 4 hidden nodes

-
In [24]:
+
In [18]:
i_theano = T.dmatrix('i_theano')
@@ -29084,6 +11330,7 @@ 

Figure 6

proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) scatter(proj2, y_tsne) +plt.savefig('./images/figure_5_d.png')
@@ -29094,20 +11341,6 @@

Figure 6

-
Out[24]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc44501b00>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc445d4898>,
- <matplotlib.collections.PathCollection at 0x7fdc44335a90>,
- [<matplotlib.text.Text at 0x7fdc443e0748>,
-  <matplotlib.text.Text at 0x7fdc443e0d30>,
-  <matplotlib.text.Text at 0x7fdc45213358>])
-
- -
-
@@ -30306,6 +12539,3849 @@

Figure 6

+
+
+
+
+
+
+

Supplemental Figure 4A

+
+
+
+
+
+
In [19]:
+
+
+
df = helpers.load_data('md_1')
+
+# print(df.shape)
+# print(df[['missing', 'diff']])
+
+hidden_nodes = [1, 2, 4, 8, 16]
+da_classifier_list = []
+for n in hidden_nodes:
+    da = 'DA (' + str(n) + ')'
+    if (da in df.columns):
+        da_classifier_list.append(da)
+
+methods = da_classifier_list + [comparison_classifier, 'RF', 'NN']
+for m in df['missing'].unique():
+    df = df.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
+    df_select = df.loc[(df['missing'] == m)] # & (df['effects'] == 2)]
+    vals = df_select[methods]
+    plt.figure(figsize=(5,5))
+    plt.rc('font', **font)
+    sns.set_style("whitegrid")
+    sns.set_context("poster")
+    g = sns.boxplot(data=vals, notch=True, palette="husl")
+    g.set_title('Missing: ' + str(m), fontdict=font)
+    g.set_ylim([0, 1])
+    plt.savefig('./images/supp_figure_4_a_' + str(m) + '.png')
+
+ +
+
+
+ +
+
+ + +
+
+
Index(['da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
+       'da_10000_2_svm', 'da_10000_2_tree', 'effects', 'fullrfc', 'mag',
+       'missing', 'model', 'nearest_neighbors', 'observed', 'patients',
+       'per_effect', 'rfc', 'svm', 'tree', 'trial'],
+      dtype='object')
+
+
+
+ +
+ + +
+ +
+ +
+ +
+ + +
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+ + +
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+ + +
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+ +
+
+
+
+
+
+

Supplemental Figure 4B

+
+
+
+
+
+
In [20]:
+
+
+
df = helpers.load_data('md_3')
+
+# print(df.shape)
+# print(df[['missing', 'diff']])
+
+hidden_nodes = [1, 2, 4, 8, 16]
+da_classifier_list = []
+for n in hidden_nodes:
+    da = 'DA (' + str(n) + ')'
+    if (da in df.columns):
+        da_classifier_list.append(da)
+
+methods = da_classifier_list + [comparison_classifier, 'RF', 'NN']
+for m in df['missing'].unique():
+    df = df.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
+    df_select = df.loc[(df['missing'] == m)] # & (df['effects'] == 2)]
+    vals = df_select[methods]
+    plt.figure(figsize=(5,5))
+    plt.rc('font', **font)
+    sns.set_style("whitegrid")
+    sns.set_context("poster")
+    g = sns.boxplot(data=vals, notch=True, palette="husl")
+    g.set_title('Missing: ' + str(m), fontdict=font)
+    g.set_ylim([0, 1])
+    plt.savefig('./images/supp_figure_4_b_' + str(m) + '.png')
+
+ +
+
+
+ +
+
+ + +
+
+
Index(['da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
+       'da_10000_2_svm', 'da_10000_2_tree', 'effects', 'fullrfc', 'mag',
+       'missing', 'model', 'nearest_neighbors', 'observed', 'patients',
+       'per_effect', 'rfc', 'svm', 'tree', 'trial'],
+      dtype='object')
+
+
+
+ +
+ + +
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+ + +
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+
In [21]:
+
+
+
 
+
+ +
+
+
+
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as_cmap=True) -

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/usr/local/lib/python3.4/dist-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.
-  warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')
-/usr/local/lib/python3.4/dist-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.
-  warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')
-
-
-
- -
-
- -
- -
-
-
In [30]:
-
-
-
def load_data(run_name='1'):
-    path = './data/' + run_name + '/scores/'
-    scores = []
-    i = 0
-
-    for file in os.listdir(path):
-        if file.endswith('.p'):
-            score_dict = pkl.load(open(path + '/' + file, 'rb'))        
-            missing = 0
-
-            if file.startswith('m'):
-                split_file = file.split('_')
-                missing = float(split_file[0][1:])
-                split_file = split_file[1:]  
-            else:
-                split_file = file.split('_')
-
-            for s in score_dict.keys():
-                score = {}
-                score['missing'] = missing
-                score['model'] = int(split_file[0])
-                score['effects'] = int(split_file[1])
-                score['per_effect'] = int(split_file[2])
-                score['mag'] = float(split_file[3])
-                score['observed'] = int(split_file[4])
-                score['trial'] = int(split_file[5].split('.')[0])+1
-                score['patients'] = s
-
-                for m in score_dict[s]:
-                    score[m] = np.mean(score_dict[s][m])
-
-                scores.append(score)
-
-    df = pd.DataFrame(scores)
-    print(df.columns)
-    df = df.rename(columns={'fullrfc': 'Random Forest', 'rfc': 'Limited Random Forest', 
-                            'nearest_neighbors': 'Nearest Neighbors', 'svm': 'SVM', 
-                            'tree': 'Decision Tree', 'da_10000_2_fullrfc': 'DA (2)',
-                            'da_10000_4_fullrfc': 'DA (4)', 'da_10000_8_fullrfc': 'DA (8)',
-                            'da_10000_16_fullrfc': 'DA (16)'})
-    df['diff'] = df[da_classifier] - df[comparison_classifier]
-    df = df[np.isfinite(df['missing'])]
-    return df
-
 import numpy as np
 from numpy import linalg
 from numpy.linalg import norm
@@ -286,47 +202,15 @@ 

Helper Functions + Settings (Lo import theano import theano.tensor as T -# Random state. -RS = 42356 - import matplotlib.pyplot as plt import matplotlib.patheffects as PathEffects import matplotlib %matplotlib inline -import seaborn as sns - from moviepy.video.io.bindings import mplfig_to_npimage import moviepy.editor as mpy -def scatter(x, colors): - palette = np.array(sns.color_palette("hls", 10)) - - f = plt.figure(figsize=(8, 8)) - ax = plt.subplot(aspect='equal') - sc = ax.scatter(x[:,0], x[:,1], lw=0, s=40, - c=palette[colors.astype(np.int)]) - plt.xlim(-25, 25) - plt.ylim(-25, 25) - ax.axis('off') - ax.axis('tight') - - txts = [] - for i in range(2): - xtext, ytext = np.median(x[colors == i, :], axis=0) - txt = ax.text(xtext, ytext, str(i), fontsize=24) - txt.set_path_effects([ - PathEffects.Stroke(linewidth=5, foreground="w"), - PathEffects.Normal()]) - txts.append(txt) - - return f, ax, sc, txts - - -font = {'weight' : 'bold', - 'size' : 24} -da_classifier = "DA (2)" -comparison_classifier = "SVM" +import classes.helpers as helpers

@@ -339,7 +223,11 @@

Helper Functions + Settings (Lo
-
ERROR (theano.sandbox.cuda): nvcc compiler not found on $PATH. Check your nvcc installation and try again.
+
/usr/local/lib/python3.4/dist-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.
+  warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')
+/usr/local/lib/python3.4/dist-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.
+  warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')
+ERROR (theano.sandbox.cuda): nvcc compiler not found on $PATH. Check your nvcc installation and try again.
 
@@ -348,7 +236,7 @@

Helper Functions + Settings (Lo
Imageio: 'ffmpeg.linux64' was not found on your computer; downloading it now.
 Try 1. Download from https://github.com/imageio/imageio-binaries/raw/master/ffmpeg/ffmpeg.linux64 (27.2 MB)
-Downloading: 8192/28549024 bytes (0.0%)2588672/28549024 bytes (9.1%)5521408/28549024 bytes (19.3%)8495104/28549024 bytes (29.8%)11460608/28549024 bytes (40.1%)14426112/28549024 bytes (50.5%)17383424/28549024 bytes (60.9%)20357120/28549024 bytes (71.3%)23322624/28549024 bytes (81.7%)26296320/28549024 bytes (92.1%)28549024/28549024 bytes (100.0%)
+Downloading: 8192/28549024 bytes (0.0%)188416/28549024 bytes (0.7%)1843200/28549024 bytes (6.5%)4759552/28549024 bytes (16.7%)7708672/28549024 bytes (27.0%)10657792/28549024 bytes (37.3%)13590528/28549024 bytes (47.6%)16531456/28549024 bytes (57.9%)19447808/28549024 bytes (68.1%)22388736/28549024 bytes (78.4%)25321472/28549024 bytes (88.7%)28295168/28549024 bytes (99.1%)28549024/28549024 bytes (100.0%)
   Done
 File saved as /root/.imageio/ffmpeg/ffmpeg.linux64.
 
@@ -359,29 +247,43 @@

Helper Functions + Settings (Lo

-
-
-
+
+
+
In [2]:
-
-

Figure 2

+
+
# Random state.
+RS = 42356
+
+cmap = sns.diverging_palette(10, 240, as_cmap=True)
+font = {'weight' : 'bold',
+        'size'   : 24}
+
+da_classifier = "DA (2)"
+comparison_classifier = "SVM"
+
+ +
+
-

For cloud continuous integration purposes we reduce the amount plotted. Simply change the value below to increase.

- +

Figure 1

+
+
-

Figure 3

+

For cloud continuous integration purposes we reduce the amount plotted. Simply change the value below to increase.

+
@@ -428,8 +330,7 @@

Figure 3

-

A.)

- +

A.) Input

@@ -444,7 +345,8 @@

Figure 3

for i in range(2)]) proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) -scatter(proj2, y_tsne) +helpers.scatter(proj2, y_tsne) +plt.savefig('./images/figure_2_a.png')
@@ -455,19 +357,6 @@

Figure 3

-
Out[4]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc5006e1d0>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc5006eb38>,
- <matplotlib.collections.PathCollection at 0x7fdc46c85588>,
- [<matplotlib.text.Text at 0x7fdc46c85f98>,
-  <matplotlib.text.Text at 0x7fdc46c97748>])
-
- -
-
@@ -1363,8 +1252,7 @@

Figure 3

-

B.) 0

- +

B.) DA 0 Epochs

@@ -1387,7 +1275,8 @@

Figure 3

for i in range(2)]) proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) -scatter(proj2, y_tsne) +helpers.scatter(proj2, y_tsne) +plt.savefig('./images/figure_2_b.png')
@@ -1398,19 +1287,6 @@

Figure 3

-
Out[5]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc4539b898>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc4517ffd0>,
- <matplotlib.collections.PathCollection at 0x7fdc44d406d8>,
- [<matplotlib.text.Text at 0x7fdc44d40fd0>,
-  <matplotlib.text.Text at 0x7fdc44d46860>])
-
- -
-
@@ -2139,8 +2015,7 @@

Figure 3

-

C.) 10

- +

C.) 10 Epochs

@@ -2163,7 +2038,8 @@

Figure 3

for i in range(2)]) proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) -scatter(proj2, y_tsne) +helpers.scatter(proj2, y_tsne) +plt.savefig('./images/figure_2_c.png')
@@ -2174,19 +2050,6 @@

Figure 3

-
Out[6]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc44d51eb8>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc44d047b8>,
- <matplotlib.collections.PathCollection at 0x7fdc44cbfdd8>,
- [<matplotlib.text.Text at 0x7fdc44cc5978>,
-  <matplotlib.text.Text at 0x7fdc44cc5f60>])
-
- -
-
@@ -2970,8 +2833,7 @@

Figure 3

-

D.) 100

- +

D.) 100 Epochs

@@ -2994,7 +2856,8 @@

Figure 3

for i in range(2)]) proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) -scatter(proj2, y_tsne) +helpers.scatter(proj2, y_tsne) +plt.savefig('./images/figure_2_d.png')
@@ -3005,19 +2868,6 @@

Figure 3

-
Out[7]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc44cd0588>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc44c6d0f0>,
- <matplotlib.collections.PathCollection at 0x7fdc44c38be0>,
- [<matplotlib.text.Text at 0x7fdc44c3f780>,
-  <matplotlib.text.Text at 0x7fdc44c3fd68>])
-
- -
-
@@ -3741,8 +3591,7 @@

Figure 3

-

E.) 1,000

- +

E.) 1,000 Epochs

@@ -3765,7 +3614,8 @@

Figure 3

for i in range(2)]) proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne) -scatter(proj2, y_tsne) +helpers.scatter(proj2, y_tsne) +plt.savefig('./images/figure_2_f.png')
@@ -3776,19 +3626,6 @@

Figure 3

-
Out[8]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc44c53e10>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc44bfc358>,
- <matplotlib.collections.PathCollection at 0x7fdc44baf940>,
- [<matplotlib.text.Text at 0x7fdc44bb54e0>,
-  <matplotlib.text.Text at 0x7fdc44bb5ac8>])
-
- -
-
@@ -4465,7 +4302,7 @@

Figure 3

-

F.) 10,000

+

Figure 3

Effect magnitude 2 to clean up noise here

@@ -4475,773 +4312,13 @@

Figure 3

In [9]:
-
i_theano = T.dmatrix('i_theano')
-f = open('./data/1/trained/2_10000.p', 'rb')
-da = pkl.load(f)
-
-get_hidden = da.get_hidden_values(i_theano)
-f = theano.function([i_theano], [get_hidden])
-x_hidden = f(X)[0]
-
-X_tsne = np.vstack([x_hidden[y==i]
-               for i in range(2)])
-y_tsne = np.hstack([y[y==i]
-               for i in range(2)])
-
-proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne)
-scatter(proj2, y_tsne)
-
- -
-
-
- -
-
- - -
Out[9]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc44bea400>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc44aaca20>,
- <matplotlib.collections.PathCollection at 0x7fdc44af3e48>,
- [<matplotlib.text.Text at 0x7fdc44afc9e8>,
-  <matplotlib.text.Text at 0x7fdc44afcfd0>])
-
- -
- -
- - -
- -
- -
+
df = helpers.load_data('1')
 
-
-
- -
-
-
-
-
-
-

Figure 3

-
-
-
-
-
-
In [10]:
-
-
-
df = load_data('1')
+print(da_classifier)
 
 for p in df['patients'].unique():
-    df_select = df.loc[(df['patients'] == p) & (df['mag'] == 2)]
+    df_select = df.loc[(df['patients'] == p) & (df['mag'] == 2) & 
+                       (df['observed'] == 400)]
     four_col = df_select[['Random Forest', 'Nearest Neighbors', 'DA (2)', 'SVM']] #, 'da_2000_2_tree', 'svm']]
     four_col = four_col.rename(columns={'Random Forest':'RF', 'DA (10000)':'DA',
                        'Nearest Neighbors': 'NN', 'svm': 'SVM'})
@@ -5253,6 +4330,7 @@ 

Figure 3

g = sns.boxplot(data=four_col, notch=True, palette="husl") g.set_ylim([0, 1]) g.set_title('Patients: ' + str(p), fontdict=font) + plt.savefig('./images/figure_3_patients_' + str(p) + '.png')
@@ -5270,6 +4348,7 @@

Figure 3

@@ -5279,201 +4358,200 @@

Figure 3

@@ -5485,242 +4563,242 @@

Figure 3

@@ -5732,245 +4810,257 @@

Figure 3

@@ -5982,253 +5072,255 @@

Figure 3

@@ -6240,1081 +5332,251 @@

Figure 3

-
- -
- -
-
- -
-
-
-
In [11]:
-
-
-
df = load_data('1')
-plt.figure(figsize=(20,10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="observed", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt=".2f", vmin=-0.5, vmax=0.5, cmap=cmap, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score') 
-
- -
-
-
- -
-
- - -
-
-
Index(['da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
-       'da_10000_2_svm', 'da_10000_2_tree', 'effects', 'fullrfc', 'mag',
-       'missing', 'model', 'nearest_neighbors', 'observed', 'patients',
-       'per_effect', 'rfc', 'svm', 'tree', 'trial'],
-      dtype='object')
-
-
-
- -
Out[11]:
- - -
-
<matplotlib.text.Text at 0x7fdc448060b8>
-
- -
- -
- - -
-
@@ -7339,17 +5601,16 @@

Figure 4

-

A.) Model 2

- +

Figure 4A

-
In [12]:
+
In [10]:
-
df = load_data('2')
+
df = helpers.load_data('2')
 four_col = df[['effects', 'mag', 'patients', 'Random Forest', 'Nearest Neighbors', comparison_classifier, 
                'DA (8)', 'DA (4)', 'DA (2)']]
 four_col = four_col.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
@@ -7361,7 +5622,7 @@ 

Figure 4

sns.set_style("whitegrid") sns.set_context("poster") g = sns.boxplot(data=results_df, palette="husl", notch=True) -# g.set_title('ROC AUC - Model 2') +plt.savefig('./images/figure_4_a.png')
@@ -7852,2031 +6113,22 @@

Figure 4

+
+
+
+
+
+
+

Figure 4B

+
+
-
In [13]:
+
In [11]:
-
df = load_data('2')
-four_col = df[['effects', 'mag', 'patients', 'Random Forest', 'Nearest Neighbors', comparison_classifier, 
-               'DA (8)', 'DA (4)', 'DA (2)']]
-four_col = four_col.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
-
-print(four_col['mag'].unique())
-
-for e in four_col['effects'].unique():
-    results_df = pd.DataFrame()
-    df_select = four_col.loc[(four_col['effects'] == e)]
-    df_select.drop(['effects', 'mag', 'patients'], axis=1, inplace=True)
-    results_df = pd.concat([results_df, (df_select)])
-    
-    print(results_df.mean())
-    plt.figure(figsize=(10,10))
-    sns.set_style("whitegrid")
-    sns.set_context("poster")
-    g = sns.boxplot(data=results_df, palette="husl", notch=True)
-    g.set_title('Model 2 - Effects: ' + str(e))
-
- -
-
-
- -
-
- - -
-
-
Index(['da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
-       'da_10000_2_svm', 'da_10000_2_tree', 'da_10000_4_fullrfc',
-       'da_10000_4_nearest_neighbors', 'da_10000_4_rfc', 'da_10000_4_svm',
-       'da_10000_4_tree', 'da_10000_8_fullrfc', 'da_10000_8_nearest_neighbors',
-       'da_10000_8_rfc', 'da_10000_8_svm', 'da_10000_8_tree', 'effects',
-       'fullrfc', 'mag', 'missing', 'model', 'nearest_neighbors', 'observed',
-       'patients', 'per_effect', 'rfc', 'svm', 'tree', 'trial'],
-      dtype='object')
-[ 5.  2.]
-RF        0.504416
-NN        0.510592
-SVM       0.497323
-DA (8)    0.493892
-DA (4)    0.502893
-DA (2)    0.502792
-dtype: float64
-RF        0.529613
-NN        0.512605
-SVM       0.525204
-DA (8)    0.512923
-DA (4)    0.496613
-DA (2)    0.494667
-dtype: float64
-RF        0.756767
-NN        0.684536
-SVM       0.696981
-DA (8)    0.833889
-DA (4)    0.849974
-DA (2)    0.694782
-dtype: float64
-RF        0.519916
-NN        0.508914
-SVM       0.498699
-DA (8)    0.494790
-DA (4)    0.495990
-DA (2)    0.496313
-dtype: float64
-
-
-
- -
- - -
- -
- -
- -
- - -
- -
- -
- -
- - -
- -
- -
- -
- - -
- -
- -
- -
-
- -
-
-
-
-
-
-

B.) Model 3 - -Recommend limiting to higher magnitude (methods look more even because there are simulations where no model can effectively classify)

- -
-
-
-
-
-
In [14]:
-
-
-
df = load_data('3')
+
df = helpers.load_data('3')
 # Randomness 
 expected_e = {1:1, 2: 1, 4:0.6875, 8:0.64, 16:0.6}
 results_df = pd.DataFrame()
@@ -9897,7 +6149,7 @@ 

Figure 4

sns.set_style("whitegrid") sns.set_context("poster") g = sns.boxplot(data=results_df, palette="husl", notch=True) -# g.set_title('Percent of Expected Max Classification') +plt.savefig('./images/figure_4_b.png')
@@ -10348,17 +6600,16 @@

Figure 4

-

C.) Model 4 - This model is very difficult to classify (turn magnitude up and limit number of effects for best results). You could also threshold where no model learns (all below 0.6) or something similar

- +

Figure 4C

-
In [15]:
+
In [12]:
-
df = load_data('4')
+
df = helpers.load_data('4')
 
 results_df = pd.DataFrame()
 four_col = df[['effects', 'mag', 'patients', 'Random Forest', 'Nearest Neighbors', comparison_classifier,
@@ -10367,7 +6618,7 @@ 

Figure 4

four_col = four_col.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'}) df_select = four_col -df_select = four_col.loc[(four_col['effects'] <= 4) & (four_col['patients']== 2000)] +df_select = four_col.loc[(four_col['effects'] <= 4)] df_select.drop(['effects', 'mag', 'patients'], axis=1, inplace=True) results_df = pd.concat([results_df, (df_select)]) @@ -10375,6 +6626,7 @@

Figure 4

sns.set_style("whitegrid") sns.set_context("poster") g = sns.boxplot(data=results_df, palette="husl", notch=True) +plt.savefig('./images/figure_4_c.png')
@@ -10406,19904 +6658,4639 @@

Figure 4

-
- -
- -
-
- -
-
-
-
In [16]:
-
-
-
df = load_data('4')
-
-results_df = pd.DataFrame()
-four_col = df[['effects', 'mag', 'patients', 'Random Forest', 'Nearest Neighbors', comparison_classifier,
-                   'DA (16)', 'DA (8)', 'DA (4)',
-                   'DA (2)']]
-four_col = four_col.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
-
-df_select = four_col
-df_select = four_col.loc[(four_col['effects'] <= 4)]
-df_select.drop(['effects', 'mag', 'patients'], axis=1, inplace=True)
-
-results_df = pd.concat([results_df, (df_select)])
-plt.figure(figsize=(10,10))
-sns.set_style("whitegrid")
-sns.set_context("poster")
-g = sns.boxplot(data=results_df, palette="husl", notch=True)
-
- -
-
-
- -
-
- - -
-
-
Index(['da_10000_16_fullrfc', 'da_10000_16_nearest_neighbors',
-       'da_10000_16_rfc', 'da_10000_16_svm', 'da_10000_16_tree',
-       'da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
-       'da_10000_2_svm', 'da_10000_2_tree', 'da_10000_4_fullrfc',
-       'da_10000_4_nearest_neighbors', 'da_10000_4_rfc', 'da_10000_4_svm',
-       'da_10000_4_tree', 'da_10000_8_fullrfc', 'da_10000_8_nearest_neighbors',
-       'da_10000_8_rfc', 'da_10000_8_svm', 'da_10000_8_tree', 'effects',
-       'fullrfc', 'mag', 'missing', 'model', 'nearest_neighbors', 'observed',
-       'patients', 'per_effect', 'rfc', 'svm', 'tree', 'trial'],
-      dtype='object')
-
-
-
- -
- - -
- -
- -
- -
-
- -
-
-
-
In [17]:
-
-
-
df = load_data('4')
-four_col = df[['effects', 'mag', 'patients', 'Random Forest', 'Nearest Neighbors', comparison_classifier,
-                   'DA (16)', 'DA (8)', 'DA (4)',
-                   'DA (2)']]
-four_col = four_col.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
-
-results_df = pd.DataFrame()
-print(four_col.shape)
-for e in four_col['effects'].unique():
-    df_select = four_col.loc[(four_col['effects'] == e)]
-    df_select.drop(['effects', 'mag', 'patients'], axis=1, inplace=True)
-    results_df = pd.concat([results_df, (df_select)])
-    
-    print(results_df.mean())
-    plt.figure(figsize=(10,10))
-    sns.set_style("whitegrid")
-    sns.set_context("poster")
-    g = sns.boxplot(data=results_df, palette="husl", notch=True)
-    g.set_title('ROC AUC - Model 4, effects: ' + str(e))
-
- -
-
-
- -
-
- - -
-
-
Index(['da_10000_16_fullrfc', 'da_10000_16_nearest_neighbors',
-       'da_10000_16_rfc', 'da_10000_16_svm', 'da_10000_16_tree',
-       'da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
-       'da_10000_2_svm', 'da_10000_2_tree', 'da_10000_4_fullrfc',
-       'da_10000_4_nearest_neighbors', 'da_10000_4_rfc', 'da_10000_4_svm',
-       'da_10000_4_tree', 'da_10000_8_fullrfc', 'da_10000_8_nearest_neighbors',
-       'da_10000_8_rfc', 'da_10000_8_svm', 'da_10000_8_tree', 'effects',
-       'fullrfc', 'mag', 'missing', 'model', 'nearest_neighbors', 'observed',
-       'patients', 'per_effect', 'rfc', 'svm', 'tree', 'trial'],
-      dtype='object')
-(210, 10)
-RF         0.499167
-NN         0.497849
-SVM        0.508955
-DA (16)    0.500404
-DA (8)     0.504369
-DA (4)     0.515426
-DA (2)     0.492253
-dtype: float64
-RF         0.503270
-NN         0.510840
-SVM        0.504570
-DA (16)    0.503712
-DA (8)     0.503695
-DA (4)     0.507469
-DA (2)     0.497621
-dtype: float64
-RF         0.543197
-NN         0.552415
-SVM        0.496342
-DA (16)    0.562217
-DA (8)     0.582587
-DA (4)     0.609738
-DA (2)     0.537210
-dtype: float64
-
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FIgure 5 - Missing Data

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In [18]:
-
-
-
df = load_data('1_md')
-
-# print(df.shape)
-# print(df[['missing', 'diff']])
-
-hidden_nodes = [1, 2, 4, 8, 16]
-da_classifier_list = []
-for n in hidden_nodes:
-    da = 'DA (' + str(n) + ')'
-    if (da in df.columns):
-        da_classifier_list.append(da)
-
-methods = da_classifier_list + [comparison_classifier, 'RF', 'NN']
-for m in df['missing'].unique():
-    df = df.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
-    df_select = df.loc[(df['missing'] == m)] # & (df['effects'] == 2)]
-    vals = df_select[methods]
-    plt.figure(figsize=(5,5))
-    plt.rc('font', **font)
-    sns.set_style("whitegrid")
-    sns.set_context("poster")
-    g = sns.boxplot(data=vals, notch=True, palette="husl")
-    g.set_title('Missing: ' + str(m), fontdict=font)
-
-plt.figure(figsize=(20,10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="effects", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt="f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
-plt.figure(figsize=(20,10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt=".2f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
-# diff for number of nodes 
-# diff_2_4 =
-# diff_4_8 =
-
-plt.figure(figsize=(20, 10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt="f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
-plt.figure(figsize=(20, 10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt="f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
- -
-
-
- -
-
- - -
-
-
Index(['da_10000_16_fullrfc', 'da_10000_16_nearest_neighbors',
-       'da_10000_16_rfc', 'da_10000_16_svm', 'da_10000_16_tree',
-       'da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
-       'da_10000_2_svm', 'da_10000_2_tree', 'da_10000_4_fullrfc',
-       'da_10000_4_nearest_neighbors', 'da_10000_4_rfc', 'da_10000_4_svm',
-       'da_10000_4_tree', 'da_10000_8_fullrfc', 'da_10000_8_nearest_neighbors',
-       'da_10000_8_rfc', 'da_10000_8_svm', 'da_10000_8_tree', 'effects',
-       'fullrfc', 'mag', 'missing', 'model', 'nearest_neighbors', 'observed',
-       'patients', 'per_effect', 'rfc', 'svm', 'tree', 'trial'],
-      dtype='object')
-
-
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- -
Out[18]:
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<matplotlib.text.Text at 0x7fdc44935eb8>
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In [19]:
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df = load_data('3_md')
-
-# print(df.shape)
-# print(df[['missing', 'diff']])
-
-hidden_nodes = [1, 2, 4, 8, 16]
-da_classifier_list = []
-for n in hidden_nodes:
-    da = 'DA (' + str(n) + ')'
-    if (da in df.columns):
-        da_classifier_list.append(da)
-
-methods = da_classifier_list + [comparison_classifier, 'RF', 'NN']
-for m in df['missing'].unique():
-    df = df.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
-    df_select = df.loc[(df['missing'] == m)] # & (df['effects'] == 2)]
-    vals = df_select[methods]
-    plt.figure(figsize=(5,5))
-    plt.rc('font', **font)
-    sns.set_style("whitegrid")
-    sns.set_context("poster")
-    g = sns.boxplot(data=vals, notch=True, palette="husl")
-    g.set_title('Missing: ' + str(m), fontdict=font)
-
-plt.figure(figsize=(20,10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="effects", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt="f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
-plt.figure(figsize=(20,10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt=".2f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
-# diff for number of nodes 
-# diff_2_4 =
-# diff_4_8 =
-
-plt.figure(figsize=(20, 10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt="f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
-plt.figure(figsize=(20, 10))
-ax = plt.axes()
-pt = df.pivot_table(values='diff', index="patients", columns="missing", aggfunc='mean')
-sns.heatmap(pt, annot=True, fmt="f", cmap=cmap, vmin=-0.5, vmax=0.5, linewidths=.5)
-ax.set_title(da_classifier + ' - ' + comparison_classifier + ' ROC score')
-
- -
-
-
- -
-
- - -
-
-
Index(['da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
-       'da_10000_2_svm', 'da_10000_2_tree', 'da_10000_4_fullrfc',
-       'da_10000_4_nearest_neighbors', 'da_10000_4_rfc', 'da_10000_4_svm',
-       'da_10000_4_tree', 'da_10000_8_fullrfc', 'da_10000_8_nearest_neighbors',
-       'da_10000_8_rfc', 'da_10000_8_svm', 'da_10000_8_tree', 'effects',
-       'fullrfc', 'mag', 'missing', 'model', 'nearest_neighbors', 'observed',
-       'patients', 'per_effect', 'rfc', 'svm', 'tree', 'trial'],
-      dtype='object')
-
-
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Out[19]:
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<matplotlib.text.Text at 0x7fdc4472c160>
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-

Figure 6

-
-
-
-
-
-
In [20]:
-
-
-
# Redefine Scatter for 3 classes
-def scatter(x, colors):
-    # We choose a color palette with seaborn.
-    palette = np.array(sns.color_palette("hls", 10))
-
-    # We create a scatter plot.
-    f = plt.figure(figsize=(8, 8))
-    ax = plt.subplot(aspect='equal')
-    sc = ax.scatter(x[:,0], x[:,1], lw=0, s=40,
-                    c=palette[colors.astype(np.int)])
-    plt.xlim(-25, 25)
-    plt.ylim(-25, 25)
-    ax.axis('off')
-    ax.axis('tight')
-
-    # We add the labels for each digit.
-    txts = []
-    for i in range(3):
-        # Position of each label.
-        xtext, ytext = np.median(x[colors == i, :], axis=0)
-        txt = ax.text(xtext, ytext, str(i), fontsize=24)
-        txt.set_path_effects([
-            PathEffects.Stroke(linewidth=5, foreground="w"),
-            PathEffects.Normal()])
-        txts.append(txt)
-
-    return f, ax, sc, txts
-
-RS = 123
-plot_count = 600
-directory = './data/5/patients/'
-file_name = directory + '5_8_5_5_200_0.p'
-
-with open(file_name, 'rb') as f:
-    p_array = pkl.load(f)
-classes = p_array[:, -1]
-print(p_array.shape, classes[(0 == classes)].size, classes[(1 == classes)].size)
-
-X = p_array[:plot_count, :-1]
-y = p_array[:plot_count, -1].astype(int)
-
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-
-
(15000, 201) 5000 5000
-
-
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-

A.) Input

- -
-
-
-
-
-
In [21]:
-
-
-
X_tsne = np.vstack([X[y==i]
-               for i in range(3)])
-y_tsne = np.hstack([y[y==i]
-               for i in range(3)])
-
-proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne)
-scatter(proj2, y_tsne)
-
- -
-
-
- -
-
- - -
Out[21]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc44c57f98>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc451a0080>,
- <matplotlib.collections.PathCollection at 0x7fdc4436ec18>,
- [<matplotlib.text.Text at 0x7fdc4438b7b8>,
-  <matplotlib.text.Text at 0x7fdc4438bda0>,
-  <matplotlib.text.Text at 0x7fdc4438d518>])
-
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-

B.) 2 Hidden Nodes

- -
-
-
-
-
-
In [22]:
-
-
-
i_theano = T.dmatrix('i_theano')
-f = open('./data/5/trained/2_1000.p', 'rb')
-da = pkl.load(f)
-
-get_hidden = da.get_hidden_values(i_theano)
-f = theano.function([i_theano], [get_hidden])
-x_hidden = f(X)[0]
-
-X_tsne = np.vstack([x_hidden[y==i]
-               for i in range(3)])
-y_tsne = np.hstack([y[y==i]
-               for i in range(3)])
-
-proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne)
-scatter(proj2, y_tsne)
-
- -
-
-
- -
-
- - -
Out[22]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc4439aa58>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc445c1cf8>,
- <matplotlib.collections.PathCollection at 0x7fdc3fefb128>,
- [<matplotlib.text.Text at 0x7fdc3fefbc88>,
-  <matplotlib.text.Text at 0x7fdc3feff2b0>,
-  <matplotlib.text.Text at 0x7fdc3feff9e8>])
-
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-

C.) 3 Hidden Nodes

- -
-
-
-
-
-
In [23]:
-
-
-
i_theano = T.dmatrix('i_theano')
-f = open('./data/5/trained/3_1000.p', 'rb')
-da = pkl.load(f)
-
-get_hidden = da.get_hidden_values(i_theano)
-f = theano.function([i_theano], [get_hidden])
-x_hidden = f(X)[0]
-
-X_tsne = np.vstack([x_hidden[y==i]
-               for i in range(3)])
-y_tsne = np.hstack([y[y==i]
-               for i in range(3)])
-
-proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne)
-scatter(proj2, y_tsne)
-
- -
-
-
- -
-
- - -
Out[23]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc445d47f0>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc44693828>,
- <matplotlib.collections.PathCollection at 0x7fdc4460d668>,
- [<matplotlib.text.Text at 0x7fdc4460df28>,
-  <matplotlib.text.Text at 0x7fdc445f0048>,
-  <matplotlib.text.Text at 0x7fdc445f0c18>])
-
- -
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-
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-

D.) 4 Hidden Nodes

- -
-
-
-
-
-
In [24]:
-
-
-
i_theano = T.dmatrix('i_theano')
-f = open('./data/5/trained/4_1000.p', 'rb')
-da = pkl.load(f)
-
-get_hidden = da.get_hidden_values(i_theano)
-f = theano.function([i_theano], [get_hidden])
-x_hidden = f(X)[0]
-
-X_tsne = np.vstack([x_hidden[y==i]
-               for i in range(3)])
-y_tsne = np.hstack([y[y==i]
-               for i in range(3)])
-
-proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne)
-scatter(proj2, y_tsne)
-
- -
-
-
- -
-
- - -
Out[24]:
- - -
-
(<matplotlib.figure.Figure at 0x7fdc44501b00>,
- <matplotlib.axes._subplots.AxesSubplot at 0x7fdc445d4898>,
- <matplotlib.collections.PathCollection at 0x7fdc44335a90>,
- [<matplotlib.text.Text at 0x7fdc443e0748>,
-  <matplotlib.text.Text at 0x7fdc443e0d30>,
-  <matplotlib.text.Text at 0x7fdc45213358>])
-
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- -
- - -
- +
+ +
+ +
+
+ +
+
+
+
+
+
+

Figure 4D

+
+
+
+
+
+
In [13]:
+
+
+
df = helpers.load_data('4')
+
+results_df = pd.DataFrame()
+four_col = df[['effects', 'mag', 'patients', 'Random Forest', 'Nearest Neighbors', comparison_classifier,
+                   'DA (16)', 'DA (8)', 'DA (4)',
+                   'DA (2)']]
+four_col = four_col.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
+
+df_select = four_col
+df_select = four_col.loc[(four_col['effects'] <= 4) & (four_col['patients'] == 2000)]
+df_select.drop(['effects', 'mag', 'patients'], axis=1, inplace=True)
+
+results_df = pd.concat([results_df, (df_select)])
+plt.figure(figsize=(10,10))
+sns.set_style("whitegrid")
+sns.set_context("poster")
+g = sns.boxplot(data=results_df, palette="husl", notch=True)
+plt.savefig('./images/figure_4_c.png')
+
+ +
+
+
+ +
+
+ + +
+
+
Index(['da_10000_16_fullrfc', 'da_10000_16_nearest_neighbors',
+       'da_10000_16_rfc', 'da_10000_16_svm', 'da_10000_16_tree',
+       'da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
+       'da_10000_2_svm', 'da_10000_2_tree', 'da_10000_4_fullrfc',
+       'da_10000_4_nearest_neighbors', 'da_10000_4_rfc', 'da_10000_4_svm',
+       'da_10000_4_tree', 'da_10000_8_fullrfc', 'da_10000_8_nearest_neighbors',
+       'da_10000_8_rfc', 'da_10000_8_svm', 'da_10000_8_tree', 'effects',
+       'fullrfc', 'mag', 'missing', 'model', 'nearest_neighbors', 'observed',
+       'patients', 'per_effect', 'rfc', 'svm', 'tree', 'trial'],
+      dtype='object')
+
+
+
+ +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

Figure 5

+
+
+
+
+
+
In [14]:
+
+
+
# Redefine Scatter for 3 classes
+def scatter(x, colors):
+    # We choose a color palette with seaborn.
+    palette = np.array(sns.color_palette("hls", 10))
+
+    # We create a scatter plot.
+    f = plt.figure(figsize=(8, 8))
+    ax = plt.subplot(aspect='equal')
+    sc = ax.scatter(x[:,0], x[:,1], lw=0, s=40,
+                    c=palette[colors.astype(np.int)])
+    plt.xlim(-25, 25)
+    plt.ylim(-25, 25)
+    ax.axis('off')
+    ax.axis('tight')
+
+    # We add the labels for each digit.
+    txts = []
+    for i in range(3):
+        # Position of each label.
+        xtext, ytext = np.median(x[colors == i, :], axis=0)
+        txt = ax.text(xtext, ytext, str(i), fontsize=24)
+        txt.set_path_effects([
+            PathEffects.Stroke(linewidth=5, foreground="w"),
+            PathEffects.Normal()])
+        txts.append(txt)
+
+    return f, ax, sc, txts
+
+RS = 123
+plot_count = 600
+directory = './data/5/patients/'
+file_name = directory + '5_8_5_5_200_0.p'
+
+with open(file_name, 'rb') as f:
+    p_array = pkl.load(f)
+classes = p_array[:, -1]
+print(p_array.shape, classes[(0 == classes)].size, classes[(1 == classes)].size)
+
+X = p_array[:plot_count, :-1]
+y = p_array[:plot_count, -1].astype(int)
+
+ +
+
+
+ +
+
+ + +
+
+
(15000, 201) 5000 5000
+
+
+
+ +
+
+ +
+
+
+
+
+
+

A. ) Figure 5A Raw Input

+
+
+
+
+
+
In [15]:
+
+
+
X_tsne = np.vstack([X[y==i]
+               for i in range(3)])
+y_tsne = np.hstack([y[y==i]
+               for i in range(3)])
+
+proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne)
+scatter(proj2, y_tsne)
+plt.savefig('./images/figure_5_a.png')
+
+ +
+
+
+ +
+
+ + +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

B. ) Figure 5B - 2 hidden nodes

+
+
+
+
+
+
In [16]:
+
+
+
i_theano = T.dmatrix('i_theano')
+f = open('./data/5/trained/2_1000.p', 'rb')
+da = pkl.load(f)
+
+get_hidden = da.get_hidden_values(i_theano)
+f = theano.function([i_theano], [get_hidden])
+x_hidden = f(X)[0]
+
+X_tsne = np.vstack([x_hidden[y==i]
+               for i in range(3)])
+y_tsne = np.hstack([y[y==i]
+               for i in range(3)])
+
+proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne)
+scatter(proj2, y_tsne)
+plt.savefig('./images/figure_5_b.png')
+
+ +
+
+
+ +
+
+ + +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

C. ) Figure 5C - 3 hidden nodes

+
+
+
+
+
+
In [17]:
+
+
+
i_theano = T.dmatrix('i_theano')
+f = open('./data/5/trained/3_1000.p', 'rb')
+da = pkl.load(f)
+
+get_hidden = da.get_hidden_values(i_theano)
+f = theano.function([i_theano], [get_hidden])
+x_hidden = f(X)[0]
+
+X_tsne = np.vstack([x_hidden[y==i]
+               for i in range(3)])
+y_tsne = np.hstack([y[y==i]
+               for i in range(3)])
+
+proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne)
+scatter(proj2, y_tsne)
+plt.savefig('./images/figure_5_c.png')
+
+ +
+
+
+ +
+
+ + +
+ + +
+
@@ -30311,8 +11298,48 @@

Figure 6

+
+ +
+
+
+
+
+
+

D. ) Figure 5D - 4 hidden nodes

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+
In [18]:
+
+
+
i_theano = T.dmatrix('i_theano')
+f = open('./data/5/trained/4_1000.p', 'rb')
+da = pkl.load(f)
+
+get_hidden = da.get_hidden_values(i_theano)
+f = theano.function([i_theano], [get_hidden])
+x_hidden = f(X)[0]
+
+X_tsne = np.vstack([x_hidden[y==i]
+               for i in range(3)])
+y_tsne = np.hstack([y[y==i]
+               for i in range(3)])
+
+proj2 = TSNE(random_state=RS, init='pca').fit_transform(X_tsne)
+scatter(proj2, y_tsne)
+plt.savefig('./images/figure_5_d.png')
+
+
+
+ +
+
+
@@ -31510,7 +12537,3849 @@

Figure 6

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+ +
+
+
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+
+
+

Supplemental Figure 4A

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+
In [19]:
+
+
+
df = helpers.load_data('md_1')
+
+# print(df.shape)
+# print(df[['missing', 'diff']])
+
+hidden_nodes = [1, 2, 4, 8, 16]
+da_classifier_list = []
+for n in hidden_nodes:
+    da = 'DA (' + str(n) + ')'
+    if (da in df.columns):
+        da_classifier_list.append(da)
+
+methods = da_classifier_list + [comparison_classifier, 'RF', 'NN']
+for m in df['missing'].unique():
+    df = df.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
+    df_select = df.loc[(df['missing'] == m)] # & (df['effects'] == 2)]
+    vals = df_select[methods]
+    plt.figure(figsize=(5,5))
+    plt.rc('font', **font)
+    sns.set_style("whitegrid")
+    sns.set_context("poster")
+    g = sns.boxplot(data=vals, notch=True, palette="husl")
+    g.set_title('Missing: ' + str(m), fontdict=font)
+    g.set_ylim([0, 1])
+    plt.savefig('./images/supp_figure_4_a_' + str(m) + '.png')
+
+ +
+
+
+ +
+
+ + +
+
+
Index(['da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
+       'da_10000_2_svm', 'da_10000_2_tree', 'effects', 'fullrfc', 'mag',
+       'missing', 'model', 'nearest_neighbors', 'observed', 'patients',
+       'per_effect', 'rfc', 'svm', 'tree', 'trial'],
+      dtype='object')
+
+
+
+ +
+ + +
+ +
+ +
+ +
+ + +
+ +
+ +
+ +
+ + +
+ +
+ +
+ +
+ + +
+ +
+ +
+ +
+ + +
+ +
+ +
+ +
+ + +
+ +
+ +
+ +
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+ +
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+
+
+

Supplemental Figure 4B

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+
In [20]:
+
+
+
df = helpers.load_data('md_3')
+
+# print(df.shape)
+# print(df[['missing', 'diff']])
+
+hidden_nodes = [1, 2, 4, 8, 16]
+da_classifier_list = []
+for n in hidden_nodes:
+    da = 'DA (' + str(n) + ')'
+    if (da in df.columns):
+        da_classifier_list.append(da)
+
+methods = da_classifier_list + [comparison_classifier, 'RF', 'NN']
+for m in df['missing'].unique():
+    df = df.rename(columns={'Random Forest':'RF', 'Nearest Neighbors': 'NN', 'svm': 'SVM'})
+    df_select = df.loc[(df['missing'] == m)] # & (df['effects'] == 2)]
+    vals = df_select[methods]
+    plt.figure(figsize=(5,5))
+    plt.rc('font', **font)
+    sns.set_style("whitegrid")
+    sns.set_context("poster")
+    g = sns.boxplot(data=vals, notch=True, palette="husl")
+    g.set_title('Missing: ' + str(m), fontdict=font)
+    g.set_ylim([0, 1])
+    plt.savefig('./images/supp_figure_4_b_' + str(m) + '.png')
+
+ +
+
+
+ +
+
+ + +
+
+
Index(['da_10000_2_fullrfc', 'da_10000_2_nearest_neighbors', 'da_10000_2_rfc',
+       'da_10000_2_svm', 'da_10000_2_tree', 'effects', 'fullrfc', 'mag',
+       'missing', 'model', 'nearest_neighbors', 'observed', 'patients',
+       'per_effect', 'rfc', 'svm', 'tree', 'trial'],
+      dtype='object')
+
+
+
+ +
+ + +
+ +
+ +
+ +
+ + +
+ +
+ +
+ +
+ + +
+ +
+ +
+ +
+ + +
+ +
+ +
+ +
+ + +
+ +
+ +
+ +
+ + +
+ +
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+ +
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+
In [21]:
+
+
+
 
+
+
+
diff --git a/shippable/codecoverage/coverage.xml b/shippable/codecoverage/coverage.xml index 600ab68..974e6be 100644 --- a/shippable/codecoverage/coverage.xml +++ b/shippable/codecoverage/coverage.xml @@ -1,5 +1,5 @@ - + diff --git a/shippable/testresults/tests.xml b/shippable/testresults/tests.xml index d663232..e0da2d9 100644 --- a/shippable/testresults/tests.xml +++ b/shippable/testresults/tests.xml @@ -1,5 +1,5 @@ - - + +