Run
10227881

Run 10227881

Task 3573 (Supervised Classification) mnist_784 Uploaded 02-05-2019 by Adrian-Stefan Mares
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Flow

keras.engine.training.Model.C66978AE16DBB05B(1)Automatically created keras flow.
keras.engine.training.Model.C66978AE16DBB05B(1)_backend"tensorflow"
keras.engine.training.Model.C66978AE16DBB05B(1)_input_layers[["input_1", 0, 0]]
keras.engine.training.Model.C66978AE16DBB05B(1)_layer0_input_1{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 784], "dtype": "float32", "name": "input_1", "sparse": false}, "inbound_nodes": [], "name": "input_1"}
keras.engine.training.Model.C66978AE16DBB05B(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.C66978AE16DBB05B(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.C66978AE16DBB05B(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.C66978AE16DBB05B(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": 10, "use_bias": true}, "inbound_nodes": [[["dense_2", 0, 0, {}]]], "name": "dense_3"}
keras.engine.training.Model.C66978AE16DBB05B(1)_name"model_1"
keras.engine.training.Model.C66978AE16DBB05B(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

0.9736 ± 0.001
Per class
Cross-validation details (10-fold Crossvalidation)
0.9524 ± 0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
0.9471 ± 0.002
Cross-validation details (10-fold Crossvalidation)
66504.5542 ± 12.897
Cross-validation details (10-fold Crossvalidation)
0.0095 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
0.1799 ± 0
Cross-validation details (10-fold Crossvalidation)
70000
Per class
Cross-validation details (10-fold Crossvalidation)
0.9524 ± 0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
0.9524 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
3.3198
Cross-validation details (10-fold Crossvalidation)
0.9524 ± 0.0018
Per class
Cross-validation details (10-fold Crossvalidation)
0.0529 ± 0.002
Cross-validation details (10-fold Crossvalidation)
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
0.0975 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
0.3252 ± 0.006
Cross-validation details (10-fold Crossvalidation)