Run
8859299

Run 8859299

Task 3019 (Supervised Classification) Australian 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
0.7597
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6861
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3626
Cross-validation details (10-fold Crossvalidation)
KB relative information score
191.6485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.366
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.6899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.741
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4497
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9049
Cross-validation details (10-fold Crossvalidation)
Total cost