Run
8861127

Run 8861127

Task 3695 (Supervised Classification) fri_c2_250_10 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
0.8284
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8422
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
126.6428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2367
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4633
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8514
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.84
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9468
Cross-validation details (10-fold Crossvalidation)
Recall
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5109
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4812
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3826
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7951
Cross-validation details (10-fold Crossvalidation)