Run
8862165

Run 8862165

Task 3803 (Supervised Classification) water-treatment Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-NaiveBayes.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
0.7534
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8251
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3607
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-58.1025
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2584
Cross-validation details (10-fold Crossvalidation)
Number of instances
527
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8376
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8159
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6176
Cross-validation details (10-fold Crossvalidation)
Recall
0.8159
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8632
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3588
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3762
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0485
Cross-validation details (10-fold Crossvalidation)