Run
8889419

Run 8889419

Task 3746 (Supervised Classification) pollution Uploaded 26-03-2018 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
0.8799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7824
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5686
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27.4896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2861
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4995
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9992
Cross-validation details (10-fold Crossvalidation)
Recall
0.7833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5728
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3692
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7388
Cross-validation details (10-fold Crossvalidation)