Issue | #Downvotes for this reason | By |
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keras.wrappers.scikit_learn.KerasClassifier(2) | Automatically created scikit-learn flow. |
keras.wrappers.scikit_learn.KerasClassifier(2)_batch_size | 32 |
keras.wrappers.scikit_learn.KerasClassifier(2)_build_fn | "def lenet_umistfacescropped():\n model = Sequential()\n model.add(Reshape((112, 92,1), input_shape=(10304,)))\n model.add(Convolution2D(6, 5, 5, border_mode='valid'))\n model.add(MaxPooling2D(pool_size=(2, 2)))\n model.add(Activation(\"sigmoid\"))\n\n model.add(Convolution2D(16, 5, 5, border_mode='valid'))\n model.add(MaxPooling2D(pool_size=(2, 2)))\n model.add(Activation(\"sigmoid\"))\n model.add(Dropout(0.5))\n\n model.add(Convolution2D(120, 1, 1, border_mode='valid'))\n\n model.add(Flatten())\n model.add(Dense(84))\n model.add(Activation(\"sigmoid\"))\n model.add(Dense(20))\n model.add(Activation('softmax'))\n model.compile(optimizer=\"adadelta\", loss=\"categorical_crossentropy\", metrics=[\"accuracy\"])\n return model\n" |
keras.wrappers.scikit_learn.KerasClassifier(2)_epochs | 20 |
keras.wrappers.scikit_learn.KerasClassifier(2)_verbose | 1 |
0.605 ± 0.1287 Per class Cross-validation details (10-fold Crossvalidation)
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0.1797 Per class Cross-validation details (10-fold Crossvalidation)
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0.1106 ± 0.3144 Cross-validation details (10-fold Crossvalidation)
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59.0322 ± 17.073 Cross-validation details (10-fold Crossvalidation)
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0.0863 ± 0.0268 Cross-validation details (10-fold Crossvalidation)
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0.0947 ± 0 Cross-validation details (10-fold Crossvalidation)
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575 Per class Cross-validation details (10-fold Crossvalidation) |
0.8774 Per class Cross-validation details (10-fold Crossvalidation)
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0.1809 ± 0.2886 Cross-validation details (10-fold Crossvalidation)
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4.282 Cross-validation details (10-fold Crossvalidation)
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0.1809 ± 0.2886 Per class Cross-validation details (10-fold Crossvalidation)
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0.9111 ± 0.2833 Cross-validation details (10-fold Crossvalidation)
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0.2176 ± 0.0001 Cross-validation details (10-fold Crossvalidation)
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0.207 ± 0.0557 Cross-validation details (10-fold Crossvalidation)
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0.9513 ± 0.2559 Cross-validation details (10-fold Crossvalidation)
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