OpenML
8892701

Run 8892701

Task 9930 (Supervised Classification) volcanoes-b4 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
0.8225
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-33639.2404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0451
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0296
Cross-validation details (10-fold Crossvalidation)
Number of instances
10190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2971
Cross-validation details (10-fold Crossvalidation)
Recall
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.5234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1213
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1166
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9613
Cross-validation details (10-fold Crossvalidation)