Run
8869351

Run 8869351

Task 146192 (Supervised Classification) car-evaluation Uploaded 01-03-2018 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
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6318
Cross-validation details (10-fold Crossvalidation)
KB relative information score
919.175
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1201
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8194
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8194
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2389
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7067
Cross-validation details (10-fold Crossvalidation)