Run
9204115

Run 9204115

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

__main__.GradientBoostingClassifierBOHB(1)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
0.9965 ± 0.0039
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9966 ± 0.004
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9931 ± 0.0081
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3173.9316 ± 2.6797
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0034 ± 0.004
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
0.9966 ± 0.0039
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9966 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9966 ± 0.004
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0069 ± 0.0081
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0587 ± 0.0412
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1174 ± 0.0824
Cross-validation details (10-fold Crossvalidation)