Run
9190241

Run 9190241

Task 145976 (Supervised Classification) diabetes Uploaded 19-04-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8112 ± 0.0582
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7618 ± 0.0547
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4668 ± 0.1225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
247.6883 ± 5.1439
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3155 ± 0.0247
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7626 ± 0.055
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7682 ± 0.0526
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7682 ± 0.0526
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6941 ± 0.0545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4038 ± 0.0345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8472 ± 0.0727
Cross-validation details (10-fold Crossvalidation)