Run
8863328

Run 8863328

Task 3912 (Supervised Classification) ar5 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
0.8728
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.3054
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1122
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3538
Cross-validation details (10-fold Crossvalidation)
Number of instances
36
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9034
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7897
Cross-validation details (10-fold Crossvalidation)
Recall
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.317
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8014
Cross-validation details (10-fold Crossvalidation)