Run
8880599

Run 8880599

Task 3019 (Supervised Classification) Australian 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
0.7202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7081
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.7291
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3864
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7246
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.7246
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7823
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.899
Cross-validation details (10-fold Crossvalidation)
Total cost