Run
8888180

Run 8888180

Task 3875 (Supervised Classification) flags 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
0.7339
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7045
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3414
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.8136
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3239
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4588
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7128
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7216
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.7216
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7059
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.964
Cross-validation details (10-fold Crossvalidation)