Run
8876521

Run 8876521

Task 3803 (Supervised Classification) water-treatment Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-IBk5.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
0.5949
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-48.8104
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.224
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
0.7476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8349
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6176
Cross-validation details (10-fold Crossvalidation)
Recall
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8667
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3588
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.369
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0284
Cross-validation details (10-fold Crossvalidation)