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_olivettifaces():\n model = Sequential()\n model.add(Reshape((64, 64,1), input_shape=(4096,)))\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(40))\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 |
0.5425 ± 0.0925 Per class Cross-validation details (10-fold Crossvalidation)
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0.0026 ± 0.0081 Cross-validation details (10-fold Crossvalidation)
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3.3023 ± 0.2607 Cross-validation details (10-fold Crossvalidation)
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0.0487 ± 0 Cross-validation details (10-fold Crossvalidation)
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0.0487 Cross-validation details (10-fold Crossvalidation)
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400 Per class Cross-validation details (10-fold Crossvalidation) |
0.0275 ± 0.0079 Cross-validation details (10-fold Crossvalidation)
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5.3219 Cross-validation details (10-fold Crossvalidation)
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0.0275 ± 0.0079 Per class Cross-validation details (10-fold Crossvalidation)
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0.9997 ± 0.0007 Cross-validation details (10-fold Crossvalidation)
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0.1561 Cross-validation details (10-fold Crossvalidation)
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0.1561 ± 0.0001 Cross-validation details (10-fold Crossvalidation)
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0.9998 ± 0.0006 Cross-validation details (10-fold Crossvalidation)
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