Run
9190237

Run 9190237

Task 145970 (Supervised Classification) credit-approval Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.9213 ± 0.0363
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8694 ± 0.028
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7354 ± 0.0564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
431.6259 ± 4.08
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.198 ± 0.0283
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8694 ± 0.0284
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8696 ± 0.0282
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8696 ± 0.0282
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4008 ± 0.0571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3152 ± 0.0394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6343 ± 0.079
Cross-validation details (10-fold Crossvalidation)