OpenML
8872902

Run 8872902

Task 3484 (Supervised Classification) oil_spill 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
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9627
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-181.8615
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0846
Cross-validation details (10-fold Crossvalidation)
Number of instances
937
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1678
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8204
Cross-validation details (10-fold Crossvalidation)