Run
8864626

Run 8864626

Task 145801 (Supervised Classification) sick 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
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1500.0811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0901
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9274
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9274
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7822
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9468
Cross-validation details (10-fold Crossvalidation)