Run
8880794

Run 8880794

Task 3690 (Supervised Classification) boston_corrected 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
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.732
Cross-validation details (10-fold Crossvalidation)
KB relative information score
353.931
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.152
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.493
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9899
Cross-validation details (10-fold Crossvalidation)
Recall
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3084
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4965
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6503
Cross-validation details (10-fold Crossvalidation)