Run
8882220

Run 8882220

Task 146188 (Supervised Classification) analcatdata_fraud Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.6393
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2.1922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.391
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
42
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9024
Cross-validation details (10-fold Crossvalidation)
Recall
0.6429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4624
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1001
Cross-validation details (10-fold Crossvalidation)