Run
8860333

Run 8860333

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 27-02-2018 by William Raynaut
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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
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9278
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6721
Cross-validation details (10-fold Crossvalidation)
KB relative information score
231.4515
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1247
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
0.9291
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.658
Cross-validation details (10-fold Crossvalidation)