Run
8866535

Run 8866535

Task 10106 (Supervised Classification) CreditCardSubset Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-SMO.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
0.8699
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2461
Cross-validation details (10-fold Crossvalidation)
F measure
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-32722.9315
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0011
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0033
Cross-validation details (10-fold Crossvalidation)
Number of instances
14240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.018
Cross-validation details (10-fold Crossvalidation)
Recall
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0402
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.675
Cross-validation details (10-fold Crossvalidation)
Total cost
3504
Cross-validation details (10-fold Crossvalidation)