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grid search cv svm model updates

Jérôme BUISINE 2 years ago
parent
commit
3922b8ca3c
1 changed files with 2 additions and 1 deletions
  1. 2 1
      models.py

+ 2 - 1
models.py

@@ -10,7 +10,8 @@ import sklearn.svm as svm
 
 def _get_best_model(X_train, y_train):
 
-    Cs = [0.001, 0.01, 0.1, 1, 10, 100, 1000]
+    #Cs = [0.001, 0.01, 0.1, 1, 10, 100, 1000]
+    Cs = [1, 2, 4, 8, 16, 32]
     gammas = [0.001, 0.01, 0.1, 1, 5, 10, 100]
     param_grid = {'kernel':['rbf'], 'C': Cs, 'gamma' : gammas}