Run
10227906

Run 10227906

Task 125923 (Supervised Classification) Australian Uploaded 02-05-2019 by Adrian-Stefan Mares
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Flow

keras.engine.sequential.Sequential.3069042FFACABFA9(1)Automatically created keras flow.
keras.engine.sequential.Sequential.3069042FFACABFA9(1)_backend"tensorflow"
keras.engine.sequential.Sequential.3069042FFACABFA9(1)_layer0_batch_normalization_3{"class_name": "BatchNormalization", "config": {"axis": -1, "beta_constraint": null, "beta_initializer": {"class_name": "Zeros", "config": {}}, "beta_regularizer": null, "center": true, "epsilon": 0.001, "gamma_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "gamma_regularizer": null, "momentum": 0.99, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "name": "batch_normalization_3", "scale": true, "trainable": true}}
keras.engine.sequential.Sequential.3069042FFACABFA9(1)_layer1_dense_15{"class_name": "Dense", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "name": "dense_15", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.3069042FFACABFA9(1)_layer2_dropout_13{"class_name": "Dropout", "config": {"name": "dropout_13", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.3069042FFACABFA9(1)_layer3_dense_16{"class_name": "Dense", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "name": "dense_16", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.3069042FFACABFA9(1)_layer4_dropout_14{"class_name": "Dropout", "config": {"name": "dropout_14", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.3069042FFACABFA9(1)_layer5_dense_17{"class_name": "Dense", "config": {"activation": "softmax", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "name": "dense_17", "trainable": true, "units": 2, "use_bias": true}}
keras.engine.sequential.Sequential.3069042FFACABFA9(1)_name"sequential_3"

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.

17 Evaluation measures

0.9294 ± 0.0276
Per class
Cross-validation details (10-fold Crossvalidation)
0.8611 ± 0.0314
Per class
Cross-validation details (10-fold Crossvalidation)
0.7192 ± 0.0627
Cross-validation details (10-fold Crossvalidation)
453.06 ± 2.8848
Cross-validation details (10-fold Crossvalidation)
0.1781 ± 0.0186
Cross-validation details (10-fold Crossvalidation)
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
690
Per class
Cross-validation details (10-fold Crossvalidation)
0.8616 ± 0.0296
Per class
Cross-validation details (10-fold Crossvalidation)
0.8609 ± 0.0315
Cross-validation details (10-fold Crossvalidation)
0.9913
Cross-validation details (10-fold Crossvalidation)
0.8609 ± 0.0315
Per class
Cross-validation details (10-fold Crossvalidation)
0.3605 ± 0.0378
Cross-validation details (10-fold Crossvalidation)
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
0.3173 ± 0.0381
Cross-validation details (10-fold Crossvalidation)
0.6385 ± 0.0769
Cross-validation details (10-fold Crossvalidation)