Run
8880767

Run 8880767

Task 3663 (Supervised Classification) cholesterol Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.5664
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5451
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.0982
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4729
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4955
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9935
Cross-validation details (10-fold Crossvalidation)
Recall
0.5479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9544
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0411
Cross-validation details (10-fold Crossvalidation)