Run
8868004

Run 8868004

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 01-03-2018 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-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.467
Cross-validation details (10-fold Crossvalidation)
KB relative information score
172.9463
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1348
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9074
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5991
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7252
Cross-validation details (10-fold Crossvalidation)