Run
10227914

Run 10227914

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 02-05-2019 by Adrian-Stefan Mares
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Flow

keras.engine.sequential.Sequential.8F29999AAE1D9D75(1)Automatically created keras flow.
keras.engine.sequential.Sequential.8F29999AAE1D9D75(1)_backend"tensorflow"
keras.engine.sequential.Sequential.8F29999AAE1D9D75(1)_layer0_batch_normalization_5{"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_5", "scale": true, "trainable": true}}
keras.engine.sequential.Sequential.8F29999AAE1D9D75(1)_layer1_dense_21{"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_21", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.8F29999AAE1D9D75(1)_layer2_dropout_17{"class_name": "Dropout", "config": {"name": "dropout_17", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.8F29999AAE1D9D75(1)_layer3_dense_22{"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_22", "trainable": true, "units": 1024, "use_bias": true}}
keras.engine.sequential.Sequential.8F29999AAE1D9D75(1)_layer4_dropout_18{"class_name": "Dropout", "config": {"name": "dropout_18", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential.8F29999AAE1D9D75(1)_layer5_dense_23{"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_23", "trainable": true, "units": 2, "use_bias": true}}
keras.engine.sequential.Sequential.8F29999AAE1D9D75(1)_name"sequential_5"

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

0.9999 ± 0.0001
Per class
Cross-validation details (10-fold Crossvalidation)
0.9985 ± 0.0025
Per class
Cross-validation details (10-fold Crossvalidation)
0.9966 ± 0.0055
Cross-validation details (10-fold Crossvalidation)
1927.2669 ± 1.8572
Cross-validation details (10-fold Crossvalidation)
0.0036 ± 0.0037
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)
0.9985 ± 0.0025
Per class
Cross-validation details (10-fold Crossvalidation)
0.9985 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
0.9313
Cross-validation details (10-fold Crossvalidation)
0.9985 ± 0.0025
Per class
Cross-validation details (10-fold Crossvalidation)
0.008 ± 0.0082
Cross-validation details (10-fold Crossvalidation)
0.4759 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
0.0382 ± 0.0299
Cross-validation details (10-fold Crossvalidation)
0.0802 ± 0.0628
Cross-validation details (10-fold Crossvalidation)