Run
10228034

Run 10228034

Task 31 (Supervised Classification) credit-g Uploaded 09-05-2019 by Adrian-Stefan Mares
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Flow

keras.engine.sequential.Sequential.4df9d1a7c812f85d(1)Automatically created keras flow.
keras.engine.sequential.Sequential.4df9d1a7c812f85d(1)_backend"tensorflow"
keras.engine.sequential.Sequential.4df9d1a7c812f85d(1)_class_name"Sequential"
keras.engine.sequential.Sequential.4df9d1a7c812f85d(1)_config{"name": "sequential_1"}
keras.engine.sequential.Sequential.4df9d1a7c812f85d(1)_keras_version"2.2.4"
keras.engine.sequential.Sequential.4df9d1a7c812f85d(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.4df9d1a7c812f85d(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.4df9d1a7c812f85d(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.4df9d1a7c812f85d(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.4df9d1a7c812f85d(1)_optimizer{"loss": "sparse_categorical_crossentropy", "loss_weights": null, "metrics": ["accuracy"], "optimizer_config": {"class_name": "Adam", "config": {"amsgrad": false, "beta_1": 0.8999999761581421, "beta_2": 0.9990000128746033, "decay": 0.0, "epsilon": 1e-07, "lr": 0.0010000000474974513}}, "sample_weight_mode": null, "weighted_metrics": null}

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

0.7819 ± 0.0447
Per class
Cross-validation details (10-fold Crossvalidation)
0.7489 ± 0.0421
Per class
Cross-validation details (10-fold Crossvalidation)
0.3834 ± 0.1068
Cross-validation details (10-fold Crossvalidation)
209.3892 ± 4.7308
Cross-validation details (10-fold Crossvalidation)
0.3298 ± 0.0141
Cross-validation details (10-fold Crossvalidation)
0.4202
Cross-validation details (10-fold Crossvalidation)
1000
Per class
Cross-validation details (10-fold Crossvalidation)
0.7484 ± 0.039
Per class
Cross-validation details (10-fold Crossvalidation)
0.761 ± 0.0363
Cross-validation details (10-fold Crossvalidation)
0.8818
Cross-validation details (10-fold Crossvalidation)
0.761 ± 0.0363
Per class
Cross-validation details (10-fold Crossvalidation)
0.785 ± 0.0336
Cross-validation details (10-fold Crossvalidation)
0.4583
Cross-validation details (10-fold Crossvalidation)
0.4062 ± 0.0181
Cross-validation details (10-fold Crossvalidation)
0.8864 ± 0.0395
Cross-validation details (10-fold Crossvalidation)