Run
8881516

Run 8881516

Task 146193 (Supervised Classification) clean1 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
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8644
Cross-validation details (10-fold Crossvalidation)
KB relative information score
385.2958
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4916
Cross-validation details (10-fold Crossvalidation)
Number of instances
476
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9328
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9878
Cross-validation details (10-fold Crossvalidation)
Recall
0.9328
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2348
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4736
Cross-validation details (10-fold Crossvalidation)