Run
10227888

Run 10227888

Task 31 (Supervised Classification) credit-g Uploaded 02-05-2019 by Adrian-Stefan Mares
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Flow

keras.engine.training.Model.C35B898E9412C023(1)Automatically created keras flow.
keras.engine.training.Model.C35B898E9412C023(1)_backend"tensorflow"
keras.engine.training.Model.C35B898E9412C023(1)_input_layers[["input_1", 0, 0]]
keras.engine.training.Model.C35B898E9412C023(1)_layer0_input_1{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 20], "dtype": "float32", "name": "input_1", "sparse": false}, "inbound_nodes": [], "name": "input_1"}
keras.engine.training.Model.C35B898E9412C023(1)_layer1_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}, "inbound_nodes": [[["input_1", 0, 0, {}]]], "name": "batch_normalization_1"}
keras.engine.training.Model.C35B898E9412C023(1)_layer2_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": 64, "use_bias": true}, "inbound_nodes": [[["batch_normalization_1", 0, 0, {}]]], "name": "dense_1"}
keras.engine.training.Model.C35B898E9412C023(1)_layer3_dense_2{"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_2", "trainable": true, "units": 64, "use_bias": true}, "inbound_nodes": [[["dense_1", 0, 0, {}]]], "name": "dense_2"}
keras.engine.training.Model.C35B898E9412C023(1)_layer4_dense_3{"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_3", "trainable": true, "units": 2, "use_bias": true}, "inbound_nodes": [[["dense_2", 0, 0, {}]]], "name": "dense_3"}
keras.engine.training.Model.C35B898E9412C023(1)_name"model_1"
keras.engine.training.Model.C35B898E9412C023(1)_output_layers[["dense_3", 0, 0]]

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

0.7209 ± 0.0418
Per class
Cross-validation details (10-fold Crossvalidation)
0.6984 ± 0.0417
Per class
Cross-validation details (10-fold Crossvalidation)
0.252 ± 0.0998
Cross-validation details (10-fold Crossvalidation)
112.6634 ± 2.9447
Cross-validation details (10-fold Crossvalidation)
0.3709 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
0.4202
Cross-validation details (10-fold Crossvalidation)
1000
Per class
Cross-validation details (10-fold Crossvalidation)
0.7332 ± 0.0523
Per class
Cross-validation details (10-fold Crossvalidation)
0.743 ± 0.0245
Cross-validation details (10-fold Crossvalidation)
0.8818
Cross-validation details (10-fold Crossvalidation)
0.743 ± 0.0245
Per class
Cross-validation details (10-fold Crossvalidation)
0.8827 ± 0.0227
Cross-validation details (10-fold Crossvalidation)
0.4583
Cross-validation details (10-fold Crossvalidation)
0.4263 ± 0.0094
Cross-validation details (10-fold Crossvalidation)
0.9304 ± 0.0204
Cross-validation details (10-fold Crossvalidation)