Run
8876348

Run 8876348

Task 3875 (Supervised Classification) flags Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.7926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6919
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3578
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3379
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4588
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.6856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.89
Cross-validation details (10-fold Crossvalidation)