Run
8876912

Run 8876912

Task 146192 (Supervised Classification) car-evaluation 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
0.8953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7349
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4313
Cross-validation details (10-fold Crossvalidation)
KB relative information score
719.6107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1373
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
0.7042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5996
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2628
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7773
Cross-validation details (10-fold Crossvalidation)