Run
8880520

Run 8880520

Task 30 (Supervised Classification) page-blocks 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
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9166
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1018.1301
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0691
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9041
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9041
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1888
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9692
Cross-validation details (10-fold Crossvalidation)