Run
9190204

Run 9190204

Task 145681 (Supervised Classification) wine-quality-white Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.kf

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
0.7886 ± 0.0149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5974 ± 0.02
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3901 ± 0.0316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1628.0077 ± 7.2991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1492 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1931 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
4898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6166 ± 0.0234
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6143 ± 0.0208
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8657
Cross-validation details (10-fold Crossvalidation)
Recall
0.6143 ± 0.0208
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7731 ± 0.0142
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3106 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2722 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8763 ± 0.0148
Cross-validation details (10-fold Crossvalidation)