Run
10227896

Run 10227896

Task 1795 (Supervised Classification) credit-g Uploaded 02-05-2019 by Adrian-Stefan Mares
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Flow

keras.engine.sequential.Sequential.8A59DD77C0076026(1)Automatically created keras flow.
keras.engine.sequential.Sequential.8A59DD77C0076026(1)_backend"tensorflow"
keras.engine.sequential.Sequential.8A59DD77C0076026(1)_layer0_batch_normalization_1{"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_1", "scale": true, "trainable": true}}
keras.engine.sequential.Sequential.8A59DD77C0076026(1)_layer1_dense_1{"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_1", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.8A59DD77C0076026(1)_layer2_dropout_1{"class_name": "Dropout", "config": {"name": "dropout_1", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.8A59DD77C0076026(1)_layer3_dense_2{"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_2", "trainable": true, "units": 2, "use_bias": true}}
keras.engine.sequential.Sequential.8A59DD77C0076026(1)_name"sequential_1"

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

0.7606 ± 0.0112
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.6823 ± 0.0189
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.2127 ± 0.0439
Cross-validation details (5 times 2-fold Crossvalidation)
850.7913 ± 5.5473
Cross-validation details (5 times 2-fold Crossvalidation)
0.3472 ± 0.0043
Cross-validation details (5 times 2-fold Crossvalidation)
0.4202
Cross-validation details (5 times 2-fold Crossvalidation)
5000
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.7135 ± 0.0096
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.7312 ± 0.0079
Cross-validation details (5 times 2-fold Crossvalidation)
0.8818
Cross-validation details (5 times 2-fold Crossvalidation)
0.7312 ± 0.0079
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.8265 ± 0.0102
Cross-validation details (5 times 2-fold Crossvalidation)
0.4583
Cross-validation details (5 times 2-fold Crossvalidation)
0.4174 ± 0.0037
Cross-validation details (5 times 2-fold Crossvalidation)
0.9108 ± 0.0081
Cross-validation details (5 times 2-fold Crossvalidation)