Run
8862833

Run 8862833

Task 3871 (Supervised Classification) analcatdata_reviewer 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
0.6485
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.0813
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4258
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4903
Cross-validation details (10-fold Crossvalidation)
Number of instances
379
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.986
Cross-validation details (10-fold Crossvalidation)
Recall
0.628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8684
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4951
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9667
Cross-validation details (10-fold Crossvalidation)