Run
8858519

Run 8858519

Task 8 (Supervised Classification) liver-disorders Uploaded 27-02-2018 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-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.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
0.6308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1498
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16.249
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4621
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
0.6085
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.5507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0329
Cross-validation details (10-fold Crossvalidation)