Run
8886984

Run 8886984

Task 3573 (Supervised Classification) mnist_784 Uploaded 22-03-2018 by Irfan Nur Afif
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Flow

keras.wrappers.scikit_learn.KerasClassifier(5)Automatically created scikit-learn flow.
keras.wrappers.scikit_learn.KerasClassifier(5)_batch_size10
keras.wrappers.scikit_learn.KerasClassifier(5)_build_fn{"oml-python:serialized_object": "function", "value": "__main__.create_model"}
keras.wrappers.scikit_learn.KerasClassifier(5)_epochs1

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

Area under ROC curve
0.5075 ± 0.157
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.184
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0941 ± 0.2972
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10356.5367 ± 1957.2857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1631 ± 0.0525
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1799 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
70000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1858 ± 0.2671
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3198
Cross-validation details (10-fold Crossvalidation)
Recall
0.1858 ± 0.2671
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9066 ± 0.2919
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4032 ± 0.105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3444 ± 0.35
Cross-validation details (10-fold Crossvalidation)