Run
8868447

Run 8868447

Task 10106 (Supervised Classification) CreditCardSubset Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.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
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.4215
Cross-validation details (10-fold Crossvalidation)
F measure
0.9989
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6107
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-78802.4688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0016
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
0.9989
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.999
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.018
Cross-validation details (10-fold Crossvalidation)
Recall
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0402
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6788
Cross-validation details (10-fold Crossvalidation)
Total cost
6002
Cross-validation details (10-fold Crossvalidation)