Run
8887038

Run 8887038

Task 8 (Supervised Classification) liver-disorders 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.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.7404
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7186
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.7335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.381
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Number of instances
345
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7235
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7246
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7246
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8975
Cross-validation details (10-fold Crossvalidation)