Run
8863151

Run 8863151

Task 3894 (Supervised Classification) gina_prior2 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.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
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4352
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1707.1574
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1077
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1799
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3188
Cross-validation details (10-fold Crossvalidation)
Recall
0.4925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5988
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9103
Cross-validation details (10-fold Crossvalidation)