Run
10227875

Run 10227875

Task 3573 (Supervised Classification) mnist_784 Uploaded 01-05-2019 by Adrian-Stefan Mares
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Flow

keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1, dense_2)(1)Automatically created keras flow.
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(1)_backend"tensorflow"
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(1)_class_name"Sequential"
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(1)_keras_version"2.2.4"
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(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": {}}, "scale": true, "trainable": true}}
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(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, "trainable": true, "units": 128, "use_bias": true}}
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(1)_layer2_dropout_1{"class_name": "Dropout", "config": {"noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}}
keras.engine.sequential.Sequential(batch_normalization_1,dense_1,dropout_1,dense_2)(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, "trainable": true, "units": 10, "use_bias": true}}

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

0.9956 ± 0.0005
Per class
Cross-validation details (10-fold Crossvalidation)
0.9525 ± 0.0023
Per class
Cross-validation details (10-fold Crossvalidation)
0.9472 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
66180.4207 ± 14.5387
Cross-validation details (10-fold Crossvalidation)
0.0146 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
0.1799 ± 0
Cross-validation details (10-fold Crossvalidation)
70000
Per class
Cross-validation details (10-fold Crossvalidation)
0.9525 ± 0.0023
Per class
Cross-validation details (10-fold Crossvalidation)
0.9525 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
3.3198
Cross-validation details (10-fold Crossvalidation)
0.9525 ± 0.0023
Per class
Cross-validation details (10-fold Crossvalidation)
0.0813 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
0.0859 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
0.2863 ± 0.0059
Cross-validation details (10-fold Crossvalidation)