Run
8861527

Run 8861527

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.7305
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.714
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
118.7905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.394
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4977
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7139
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967
Cross-validation details (10-fold Crossvalidation)
Recall
0.714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7917
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4609
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.924
Cross-validation details (10-fold Crossvalidation)