Run
8866427

Run 8866427

Task 146188 (Supervised Classification) analcatdata_fraud Uploaded 28-02-2018 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
0.7321
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6975
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2696
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.8295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3578
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
0.695
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9024
Cross-validation details (10-fold Crossvalidation)
Recall
0.7143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8306
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4624
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9611
Cross-validation details (10-fold Crossvalidation)