OpenML
8892710

Run 8892710

Task 9932 (Supervised Classification) volcanoes-b6 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
0.8384
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-30021.4682
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0437
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0297
Cross-validation details (10-fold Crossvalidation)
Number of instances
10130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9647
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2978
Cross-validation details (10-fold Crossvalidation)
Recall
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4722
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1215
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.964
Cross-validation details (10-fold Crossvalidation)