Run
7932195

Run 7932195

Task 10093 (Supervised Classification) banknote-authentication Uploaded 19-09-2017 by mehdi cherti
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Flow

pipelineopt.estimator.Classifier(1)Automatically created scikit-learn flow.
pipelineopt.estimator.Classifier(1)_nb_iter10
pipelineopt.estimator.Classifier(1)_random_state42
pipelineopt.estimator.Classifier(1)_score{"oml-python:serialized_object": "function", "value": "sklearn.metrics.classification.accuracy_score"}
pipelineopt.estimator.Classifier(1)_valid_ratio0.1
pipelineopt.estimator.Classifier(1)_verbose0
pipelineopt.estimator.Classifier(1)_walker"grammaropt.RandomWalker"

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
0.9902 ± 0.007
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.984 ± 0.0067
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9675 ± 0.0136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1228.2907 ± 28.4589
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0559 ± 0.1124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.984 ± 0.0064
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.984 ± 0.0067
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.984 ± 0.0067
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1132 ± 0.2276
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1659 ± 0.088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3339 ± 0.1772
Cross-validation details (10-fold Crossvalidation)