Run
8869384

Run 8869384

Task 146217 (Supervised Classification) wine-quality-red 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
0.7354
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
463.3422
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1728
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2145
Cross-validation details (10-fold Crossvalidation)
Number of instances
1599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5458
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7177
Cross-validation details (10-fold Crossvalidation)
Recall
0.5522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8057
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3273
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9594
Cross-validation details (10-fold Crossvalidation)