Run
8859774

Run 8859774

Task 3552 (Supervised Classification) analcatdata_creditscore Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.5885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7059
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2116
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27.8639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.26
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3963
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8479
Cross-validation details (10-fold Crossvalidation)
Recall
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.444
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1485
Cross-validation details (10-fold Crossvalidation)