init

examples/usecase/README.txt

 
-Use Case Examples
------------------
+Use Case Examples on Digit
+--------------------------
 
 The following toy examples illustrate how the multimodal as usecase on digit  dataset of sklearn
 

examples/usecase/__init__.py

@@ -3,5 +3,7 @@
 =========
 init file
 =========
+init file
+
 """
 

examples/usecase/plot_usecase_exampleMKL.py

 # -*- coding: utf-8 -*-
 """
-============
-Use Case MKL
-============
+=====================
+Use Case MKL on digit
+=====================
 Use case for all classifier of multimodallearn MKL
 multi class digit from sklearn, multivue
  - vue 0 digit data (color of sklearn)
@@ -42,10 +42,10 @@ if __name__ == '__main__':
 
     fig = plt.figure(figsize=(12., 11.))
     fig.suptitle("MKL : result" + str(result4), fontsize=16)
-    plot_subplot(X_train, y_train, y_pred44  ,0, (4, 1, 1), "train vue 0" )
-    plot_subplot(X_test, y_test,y_pred4 , 0, (4, 1, 2), "test vue 0" )
-    plot_subplot(X_test, y_test, y_pred4,1, (4, 1, 3), "test vue 1" )
-    plot_subplot(X_test, y_test,y_pred4, 2, (4, 1, 4), "test vue 2" )
+    plot_subplot(X_train, y_train, y_pred44  ,0, (4, 1, 1), "train vue 0 color" )
+    plot_subplot(X_test, y_test,y_pred4 , 0, (4, 1, 2), "test vue 0 color" )
+    plot_subplot(X_test, y_test, y_pred4,1, (4, 1, 3), "test vue 1 gradiant 0" )
+    plot_subplot(X_test, y_test,y_pred4, 2, (4, 1, 4), "test vue 2 gradiant 1" )
     # plt.legend()
     plt.show()
 

examples/usecase/plot_usecase_exampleMVML.py

 # -*- coding: utf-8 -*-
 """
-================
-Use Case of MVML
-================
+=========================
+Use Case of MVML on digit
+========================
 Use case for all classifier of multimodallearn MVML
 
 multi class digit from sklearn, multivue
@@ -40,10 +40,10 @@ if __name__ == '__main__':
     fig = plt.figure(figsize=(12., 11.))
     fig.suptitle("MVML: result" + str(result1), fontsize=16)
     plot_subplot(X_train, y_train, y_pred11
-                 , 0, (4, 1, 1), "train vue 0" )
-    plot_subplot(X_test, y_test,y_pred1, 0, (4, 1, 2), "test vue 0" )
-    plot_subplot(X_test, y_test, y_pred1, 1, (4, 1, 3), "test vue 1" )
-    plot_subplot(X_test, y_test,y_pred1, 2, (4, 1, 4), "test vue 2" )
+                 , 0, (4, 1, 1), "train vue 0 color" )
+    plot_subplot(X_test, y_test,y_pred1, 0, (4, 1, 2), "test vue 0 color" )
+    plot_subplot(X_test, y_test, y_pred1, 1, (4, 1, 3), "test vue 1 gradiant 0" )
+    plot_subplot(X_test, y_test,y_pred1, 2, (4, 1, 4), "test vue 2 gradiant 1" )
     #plt.legend()
     plt.show()
 

examples/usecase/plot_usecase_exampleMuCuBo.py

 # -*- coding: utf-8 -*-
 """
-================
-Use Case MuCumBo
-================
+=========================
+Use Case MuCumBo on digit
+=========================
 Use case for all classifier of multimodallearn  MuCumBo
 
 multi class digit from sklearn, multivue
@@ -41,9 +41,9 @@ if __name__ == '__main__':
 
     fig = plt.figure(figsize=(12., 11.))
     fig.suptitle("MuCumbo: result" + str(result3), fontsize=16)
-    plot_subplot(X_train, y_train, y_pred33  ,0, (4, 1, 1), "train vue 0" )
-    plot_subplot(X_test, y_test,y_pred3 , 0, (4, 1, 2), "test vue 0" )
-    plot_subplot(X_test, y_test, y_pred3,1, (4, 1, 3), "test vue 1" )
-    plot_subplot(X_test, y_test,y_pred3, 2, (4, 1, 4), "test vue 2" )
+    plot_subplot(X_train, y_train, y_pred33  ,0, (4, 1, 1), "train vue 0 color" )
+    plot_subplot(X_test, y_test,y_pred3 , 0, (4, 1, 2), "test vue 0 color" )
+    plot_subplot(X_test, y_test, y_pred3,1, (4, 1, 3), "test vue 1 gradiant 0" )
+    plot_subplot(X_test, y_test,y_pred3, 2, (4, 1, 4), "test vue 2 gradiant 1" )
     # plt.legend()
     plt.show()
\ No newline at end of file

examples/usecase/plot_usecase_exampleMumBo.py

 # -*- coding: utf-8 -*-
 """
-==============
-Use Case MumBo
-==============
+=======================
+Use Case MumBo on digit
+=======================
 Use case for all classifier of multimodallearn MumBo
 
 multi class digit from sklearn, multivue