Run
8863037

Run 8863037

Task 3890 (Supervised Classification) ada_prior 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
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8183
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4899
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2129.9866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1819
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8213
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4873
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8554
Cross-validation details (10-fold Crossvalidation)