Run
10227917

Run 10227917

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 02-05-2019 by Adrian-Stefan Mares
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Flow

keras.engine.sequential.Sequential.E52E5271D3014A5B(1)Automatically created keras flow.
keras.engine.sequential.Sequential.E52E5271D3014A5B(1)_backend"tensorflow"
keras.engine.sequential.Sequential.E52E5271D3014A5B(1)_layer0_batch_normalization_6{"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_6", "scale": true, "trainable": true}}
keras.engine.sequential.Sequential.E52E5271D3014A5B(1)_layer1_dense_24{"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_24", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.E52E5271D3014A5B(1)_layer2_dropout_19{"class_name": "Dropout", "config": {"name": "dropout_19", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.E52E5271D3014A5B(1)_layer3_dense_25{"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_25", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.E52E5271D3014A5B(1)_layer4_dropout_20{"class_name": "Dropout", "config": {"name": "dropout_20", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.E52E5271D3014A5B(1)_layer5_dense_26{"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_26", "trainable": true, "units": 2, "use_bias": true}}
keras.engine.sequential.Sequential.E52E5271D3014A5B(1)_name"sequential_6"

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

1
Per class
Cross-validation details (10-fold Crossvalidation)
0.9995 ± 0.0016
Per class
Cross-validation details (10-fold Crossvalidation)
0.9989 ± 0.0036
Cross-validation details (10-fold Crossvalidation)
1931.6301 ± 1.4933
Cross-validation details (10-fold Crossvalidation)
0.0026 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
0.4531 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
1941
Per class
Cross-validation details (10-fold Crossvalidation)
0.9995 ± 0.0016
Per class
Cross-validation details (10-fold Crossvalidation)
0.9995 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
0.9313
Cross-validation details (10-fold Crossvalidation)
0.9995 ± 0.0016
Per class
Cross-validation details (10-fold Crossvalidation)
0.0056 ± 0.0062
Cross-validation details (10-fold Crossvalidation)
0.4759 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
0.0249 ± 0.0199
Cross-validation details (10-fold Crossvalidation)
0.0524 ± 0.0419
Cross-validation details (10-fold Crossvalidation)