Run
8887674

Run 8887674

Task 3663 (Supervised Classification) cholesterol Uploaded 26-03-2018 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.HoeffdingTree(1)A Weka KnowledgeFlow using 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
0.6079
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.1599
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4396
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4955
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9935
Cross-validation details (10-fold Crossvalidation)
Recall
0.5842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8873
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5457
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0965
Cross-validation details (10-fold Crossvalidation)