Run
9204114

Run 9204114

Task 168305 (Supervised Classification) ML2017-challenge-1 Uploaded 03-07-2018 by Mini Challenge Anonymous
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Flow

__main__.PythonChallengeClassifier(4)Automatically created scikit-learn flow.

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
0.9788 ± 0.0088
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9784 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9568 ± 0.0178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3057.601 ± 5.8932
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0216 ± 0.0089
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9786 ± 0.0087
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9784 ± 0.0089
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9784 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0433 ± 0.0179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1469 ± 0.0304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2942 ± 0.0609
Cross-validation details (10-fold Crossvalidation)