Run
8877560

Run 8877560

Task 3830 (Supervised Classification) cars Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.8948
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8279
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
233.0605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2009
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
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8251
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9544
Cross-validation details (10-fold Crossvalidation)
Recall
0.8251
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4287
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.484
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3583
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7403
Cross-validation details (10-fold Crossvalidation)