Run
8901040

Run 8901040

Task 3573 (Supervised Classification) mnist_784 Uploaded 29-03-2018 by Irfan Nur Afif
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Flow

keras.wrappers.scikit_learn.KerasClassifier(2)Automatically created scikit-learn flow.
keras.wrappers.scikit_learn.KerasClassifier(2)_batch_size1000
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)_epochs20
keras.wrappers.scikit_learn.KerasClassifier(2)_verbose1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

15 Evaluation measures

0.5037 ± 0.0109
Per class
Cross-validation details (10-fold Crossvalidation)
0
4077.7783 ± 18.5099
Cross-validation details (10-fold Crossvalidation)
0.1801 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
0.1799 ± 0
Cross-validation details (10-fold Crossvalidation)
70000
Per class
Cross-validation details (10-fold Crossvalidation)
0.0993 ± 0.0039
Cross-validation details (10-fold Crossvalidation)
3.3198
Cross-validation details (10-fold Crossvalidation)
0.0993 ± 0.0039
Per class
Cross-validation details (10-fold Crossvalidation)
1.0011 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
0.4244 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
1.415 ± 0.0031
Cross-validation details (10-fold Crossvalidation)