Run
8866255

Run 8866255

Task 146188 (Supervised Classification) analcatdata_fraud Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-J48(1)A Weka KnowledgeFlow using ReplaceMissingValues-J48.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
0.6804
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6516
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4.5275
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3677
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
0.6666
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
0.8537
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4624
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4801
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0384
Cross-validation details (10-fold Crossvalidation)