Run
8862570

Run 8862570

Task 3849 (Supervised Classification) analcatdata_marketing 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
0.5348
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6229
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4207
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4326
Cross-validation details (10-fold Crossvalidation)
Number of instances
364
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.901
Cross-validation details (10-fold Crossvalidation)
Recall
0.6731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9725
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.478
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0283
Cross-validation details (10-fold Crossvalidation)