OpenML
8878792

Run 8878792

Task 3775 (Supervised Classification) fri_c2_1000_5 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9061
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
740.8127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1324
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2725
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2627
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5329
Cross-validation details (10-fold Crossvalidation)