Run
8864567

Run 8864567

Task 9988 (Supervised Classification) wholesale-customers Uploaded 27-02-2018 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
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8972
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7639
Cross-validation details (10-fold Crossvalidation)
KB relative information score
322.019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
440
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8977
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.8977
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2618
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6169
Cross-validation details (10-fold Crossvalidation)