Run
9190291

Run 9190291

Task 146227 (Supervised Classification) churn Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-HoeffdingTree.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
0.8426 ± 0.0372
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.859 ± 0.0137
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3463 ± 0.0656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
985.2969 ± 22.3005
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1895 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2429 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8689 ± 0.0183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.883 ± 0.0108
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5883
Cross-validation details (10-fold Crossvalidation)
Recall
0.883 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7799 ± 0.0257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3484 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2926 ± 0.0127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8396 ± 0.0368
Cross-validation details (10-fold Crossvalidation)
Total cost