Run
9190243

Run 9190243

Task 145975 (Supervised Classification) segment 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
0.9987 ± 0.001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9737 ± 0.0169
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9692 ± 0.0197
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2202.5634 ± 3.2989
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0186 ± 0.0045
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9738 ± 0.0166
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9736 ± 0.0169
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9736 ± 0.0169
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0759 ± 0.0186
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0805 ± 0.0151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2301 ± 0.043
Cross-validation details (10-fold Crossvalidation)