Run
8873315

Run 8873315

Task 3631 (Supervised Classification) analcatdata_apnea2 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.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-J48.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
0.9405
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6919
Cross-validation details (10-fold Crossvalidation)
KB relative information score
297.5326
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0786
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9305
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3353
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.627
Cross-validation details (10-fold Crossvalidation)