Issue | #Downvotes for this reason | By |
---|
keras.wrappers.scikit_learn.KerasClassifier(2) | Automatically created scikit-learn flow. |
keras.wrappers.scikit_learn.KerasClassifier(2)_batch_size | 1000 |
keras.wrappers.scikit_learn.KerasClassifier(2)_build_fn | {"layer0": [["class_name", "Reshape"], ["config", {"batch_input_shape": [null, 784], "dtype": "float32", "name": "reshape_116", "target_shape": [28, 28, 1], "trainable": true}]], "layer1": [["class_name", "Conv2D"], ["config", {"activation": "relu", "activity_regularizer": null, "batch_input_shape": [null, 28, 28, 1], "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 20, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [5, 5], "name": "conv2d_231", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}]], "layer2": [["class_name", "MaxPooling2D"], ["config", {"data_format": "channels_last", "name": "max_pooling2d_231", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}]], "layer3": [["class_name", "Conv2D"], ["config", {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "filters": 50, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [5, 5], "name": "conv2d_232", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}]], "layer4": [["class_name", "MaxPooling2D"], ["config", {"data_format": "channels_last", "name": "max_pooling2d_232", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}]]} |
keras.wrappers.scikit_learn.KerasClassifier(2)_epochs | 1 |
keras.wrappers.scikit_learn.KerasClassifier(2)_verbose | 1 |
0.7475 ± 0.2036 Per class Cross-validation details (10-fold Crossvalidation)
|
0.3548 ± 0.2524 Per class Cross-validation details (10-fold Crossvalidation)
|
0.2889 ± 0.33 Cross-validation details (10-fold Crossvalidation)
|
19728.416 ± 2203.5077 Cross-validation details (10-fold Crossvalidation)
|
0.1378 ± 0.0531 Cross-validation details (10-fold Crossvalidation)
|
0.1799 ± 0 Cross-validation details (10-fold Crossvalidation)
|
70000 Per class Cross-validation details (10-fold Crossvalidation) |
0.4577 ± 0.2193 Per class Cross-validation details (10-fold Crossvalidation)
|
0.3614 ± 0.2958 Cross-validation details (10-fold Crossvalidation)
|
3.3198 Cross-validation details (10-fold Crossvalidation)
|
0.3614 ± 0.2958 Per class Cross-validation details (10-fold Crossvalidation)
|
0.7656 ± 0.2951 Cross-validation details (10-fold Crossvalidation)
|
0.3 ± 0 Cross-validation details (10-fold Crossvalidation)
|
0.2788 ± 0.0807 Cross-validation details (10-fold Crossvalidation)
|
0.9294 ± 0.269 Cross-validation details (10-fold Crossvalidation)
|