Run
9190227

Run 9190227

Task 145894 (Supervised Classification) volcanoes-a3 Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.8511 ± 0.0704
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8785 ± 0.0152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2684 ± 0.1036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
377.5112 ± 11.1123
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0526 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0757 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Number of instances
1521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.868 ± 0.0225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9034 ± 0.0111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6785
Cross-validation details (10-fold Crossvalidation)
Recall
0.9034 ± 0.0111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6951 ± 0.0303
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1936 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1694 ± 0.0101
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8751 ± 0.0499
Cross-validation details (10-fold Crossvalidation)