OpenML
8872918

Run 8872918

Task 3491 (Supervised Classification) hayes-roth Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-J48.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
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
117.8768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0929
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8063
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.8063
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2268
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5681
Cross-validation details (10-fold Crossvalidation)