167133
7829
epochs
20
7829
batch_size
32
7829
verbose
1
7829
build_fn
"def lenet_cifar10():\n model = Sequential()\n model.add(Reshape((32, 32,3), input_shape=(3072,)))\n model.add(Convolution2D(6, 5, 5, border_mode='valid', input_shape = (3, 32, 32)))\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(10))\n model.add(Activation('softmax'))\n model.compile(optimizer=\"adadelta\", loss=\"categorical_crossentropy\", metrics=[\"accuracy\"])\n return model\n"
7829
openml-python
Sklearn_0.19.1.
usercpu_time_millis_training
261000.0
usercpu_time_millis_training
262000.0
usercpu_time_millis_training
260484.375
usercpu_time_millis_training
264609.375
usercpu_time_millis_training
261718.75
usercpu_time_millis_training
263515.625
usercpu_time_millis_training
262093.75
usercpu_time_millis_training
258234.375
usercpu_time_millis_training
262015.625
usercpu_time_millis_training
260000.0
usercpu_time_millis_testing
1125.0
usercpu_time_millis_testing
875.0
usercpu_time_millis_testing
1031.25
usercpu_time_millis_testing
1140.625
usercpu_time_millis_testing
875.0
usercpu_time_millis_testing
843.75
usercpu_time_millis_testing
1046.875
usercpu_time_millis_testing
1187.5
usercpu_time_millis_testing
921.875
usercpu_time_millis_testing
1390.625
usercpu_time_millis
262125.0
usercpu_time_millis
262875.0
usercpu_time_millis
261515.625
usercpu_time_millis
265750.0
usercpu_time_millis
262593.75
usercpu_time_millis
264359.375
usercpu_time_millis
263140.625
usercpu_time_millis
259421.875
usercpu_time_millis
262937.5
usercpu_time_millis
261390.625
predictive_accuracy
0.4035
predictive_accuracy
0.4135
predictive_accuracy
0.429
predictive_accuracy
0.393
predictive_accuracy
0.4285
predictive_accuracy
0.376
predictive_accuracy
0.405
predictive_accuracy
0.4025
predictive_accuracy
0.1015
predictive_accuracy
0.46