Run
8871607

Run 8871607

Task 146192 (Supervised Classification) car-evaluation Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.9662
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6788
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1147.0004
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0888
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
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8513
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3876
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2144
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.634
Cross-validation details (10-fold Crossvalidation)