OpenML
8876723

Run 8876723

Task 3552 (Supervised Classification) analcatdata_creditscore Uploaded 09-03-2018 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
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.1111
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1723
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
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.87
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8479
Cross-validation details (10-fold Crossvalidation)
Recall
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.444
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7199
Cross-validation details (10-fold Crossvalidation)