Run
8863332

Run 8863332

Task 3913 (Supervised Classification) kc2 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
0.8338
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4358
Cross-validation details (10-fold Crossvalidation)
KB relative information score
203.211
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1702
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8314
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.8314
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9944
Cross-validation details (10-fold Crossvalidation)