Run
8875447

Run 8875447

Task 145855 (Supervised Classification) ozone-level-8hr 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
0.8651
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2601
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-729.9314
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0878
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7404
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2163
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8894
Cross-validation details (10-fold Crossvalidation)