Run
8878110

Run 8878110

Task 146227 (Supervised Classification) churn Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.8715
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8342
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.222
Cross-validation details (10-fold Crossvalidation)
KB relative information score
856.3427
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.185
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2429
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8393
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.867
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5883
Cross-validation details (10-fold Crossvalidation)
Recall
0.867
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7617
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3484
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2998
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8603
Cross-validation details (10-fold Crossvalidation)