Run
8863382

Run 8863382

Task 3915 (Supervised Classification) kc3 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
0.7956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-637.5035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2895
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.7074
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.6874
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7249
Cross-validation details (10-fold Crossvalidation)