Run
8875509

Run 8875509

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

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.5556
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0578
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149.6605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1491
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
0.8372
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.852
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6176
Cross-validation details (10-fold Crossvalidation)
Recall
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3588
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3783
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0543
Cross-validation details (10-fold Crossvalidation)