Run
8889054

Run 8889054

Task 10103 (Supervised Classification) volcanoes-a1 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
0.9276
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9006
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
904.5301
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0489
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0699
Cross-validation details (10-fold Crossvalidation)
Number of instances
3252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9179
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6323
Cross-validation details (10-fold Crossvalidation)
Recall
0.9179
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6992
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1864
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1574
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.844
Cross-validation details (10-fold Crossvalidation)