Run
8885349

Run 8885349

Task 146227 (Supervised Classification) churn Uploaded 14-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-IBk5(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.7316
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8519
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3273
Cross-validation details (10-fold Crossvalidation)
KB relative information score
200.2033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1755
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
0.8496
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8712
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5883
Cross-validation details (10-fold Crossvalidation)
Recall
0.8712
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3484
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3383
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9709
Cross-validation details (10-fold Crossvalidation)