Run
8865975

Run 8865975

Task 145976 (Supervised Classification) diabetes Uploaded 28-02-2018 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.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.6723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7244
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.379
Cross-validation details (10-fold Crossvalidation)
KB relative information score
316.6616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2565
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
0.739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7435
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7435
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0626
Cross-validation details (10-fold Crossvalidation)