Run
8879165

Run 8879165

Task 3845 (Supervised Classification) heart-c Uploaded 09-03-2018 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.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7779
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5513
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.1374
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2398
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7789
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7789
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9943
Cross-validation details (10-fold Crossvalidation)
Recall
0.7789
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.498
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8023
Cross-validation details (10-fold Crossvalidation)