Run
8889363

Run 8889363

Task 145894 (Supervised Classification) volcanoes-a3 Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-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
0.9156
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
387.8641
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0557
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0757
Cross-validation details (10-fold Crossvalidation)
Number of instances
1521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8571
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9047
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6785
Cross-validation details (10-fold Crossvalidation)
Recall
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7352
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8512
Cross-validation details (10-fold Crossvalidation)