Run
8880409

Run 8880409

Task 145976 (Supervised Classification) diabetes Uploaded 10-03-2018 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-SMO(1)A Weka KnowledgeFlow using Bagging-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
0.7509
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4779
Cross-validation details (10-fold Crossvalidation)
KB relative information score
357.7208
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2341
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7735
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9543
Cross-validation details (10-fold Crossvalidation)