Run
9190267

Run 9190267

Task 3656 (Supervised Classification) diabetes_numeric 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-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-HoeffdingTree.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
0.6855 ± 0.3311
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6438 ± 0.2704
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2474 ± 0.3611
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.2373 ± 1.2247
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4161 ± 0.1067
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4791 ± 0.0218
Cross-validation details (10-fold Crossvalidation)
Number of instances
43
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6429 ± 0.3196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6512 ± 0.2153
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.971
Cross-validation details (10-fold Crossvalidation)
Recall
0.6512 ± 0.2153
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8687 ± 0.2462
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4889 ± 0.0226
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4687 ± 0.1116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9586 ± 0.249
Cross-validation details (10-fold Crossvalidation)