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 | 1000 |
keras.wrappers.scikit_learn.KerasClassifier(2)_build_fn | {"oml-python:serialized_object": "function", "value": [{"class_name": "Reshape", "config": {"name": "reshape_119", "trainable": true, "batch_input_shape": [null, 784], "dtype": "float32", "target_shape": [28, 28, 1]}}, {"class_name": "Conv2D", "config": {"name": "conv2d_237", "trainable": true, "batch_input_shape": [null, 28, 28, 1], "dtype": "float32", "filters": 20, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_237", "trainable": true, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}}, {"class_name": "Conv2D", "config": {"name": "conv2d_238", "trainable": true, "filters": 50, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_238", "trainable": true, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}}, {"class_name": "Flatten", "config": {"name": "flatten_119", "trainable": true}}]} |
keras.wrappers.scikit_learn.KerasClassifier(2)_epochs | 20 |
keras.wrappers.scikit_learn.KerasClassifier(2)_verbose | 1 |
0.5037 ± 0.0109 Per class Cross-validation details (10-fold Crossvalidation)
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0 |
4077.7783 ± 18.5099 Cross-validation details (10-fold Crossvalidation)
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0.1801 ± 0.0008 Cross-validation details (10-fold Crossvalidation)
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0.1799 ± 0 Cross-validation details (10-fold Crossvalidation)
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70000 Per class Cross-validation details (10-fold Crossvalidation) |
0.0993 ± 0.0039 Cross-validation details (10-fold Crossvalidation)
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3.3198 Cross-validation details (10-fold Crossvalidation)
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0.0993 ± 0.0039 Per class Cross-validation details (10-fold Crossvalidation)
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1.0011 ± 0.0044 Cross-validation details (10-fold Crossvalidation)
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0.3 ± 0 Cross-validation details (10-fold Crossvalidation)
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0.4244 ± 0.0009 Cross-validation details (10-fold Crossvalidation)
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1.415 ± 0.0031 Cross-validation details (10-fold Crossvalidation)
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