Run
9204130

Run 9204130

Task 168305 (Supervised Classification) ML2017-challenge-1 Uploaded 07-07-2018 by Letterkerl
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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
0.9625 ± 0.0104
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9628 ± 0.0103
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9254 ± 0.0206
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2957.3159 ± 6.591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0372 ± 0.0103
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
0.9628 ± 0.0103
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9628 ± 0.0103
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9628 ± 0.0103
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0746 ± 0.0206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.193 ± 0.0272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3863 ± 0.0544
Cross-validation details (10-fold Crossvalidation)