Run
8894958

Run 8894958

Task 3746 (Supervised Classification) pollution Uploaded 28-03-2018 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
0.8682
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7272
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4613
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.0277
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2723
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4995
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9992
Cross-validation details (10-fold Crossvalidation)
Recall
0.7333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5452
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.808
Cross-validation details (10-fold Crossvalidation)