Run
9204200

Run 9204200

Task 168305 (Supervised Classification) ML2017-challenge-1 Uploaded 15-07-2018 by Nima Riahi Dehkordi
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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
0.976 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9756 ± 0.0096
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9511 ± 0.0192
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3039.5496 ± 6.0543
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0244 ± 0.0096
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
0.9759 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9756 ± 0.0096
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9756 ± 0.0096
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0489 ± 0.0193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1562 ± 0.0296
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3128 ± 0.0593
Cross-validation details (10-fold Crossvalidation)