Run
8862396

Run 8862396

Task 3830 (Supervised Classification) cars 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
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7963
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
224.0528
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2036
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4686
Cross-validation details (10-fold Crossvalidation)
Number of instances
406
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8342
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7931
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9544
Cross-validation details (10-fold Crossvalidation)
Recall
0.7931
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4344
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.484
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4365
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9019
Cross-validation details (10-fold Crossvalidation)