Run
8862881

Run 8862881

Task 3878 (Supervised Classification) confidence 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
0.8778
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8156
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5.0059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2149
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2838
Cross-validation details (10-fold Crossvalidation)
Number of instances
72
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7917
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6705
Cross-validation details (10-fold Crossvalidation)
Recall
0.7917
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.141
Cross-validation details (10-fold Crossvalidation)