Run
8871056

Run 8871056

Task 146227 (Supervised Classification) churn Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9073
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1827.6773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1189
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
0.9059
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5883
Cross-validation details (10-fold Crossvalidation)
Recall
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4894
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3484
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2642
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7583
Cross-validation details (10-fold Crossvalidation)