OpenML
8892466

Run 8892466

Task 3775 (Supervised Classification) fri_c2_1000_5 Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-HoeffdingTree.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
0.8683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.619
Cross-validation details (10-fold Crossvalidation)
KB relative information score
428.5125
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8159
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6054
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3768
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7644
Cross-validation details (10-fold Crossvalidation)