Run
8876209

Run 8876209

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

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-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
0.6762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2158
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-216.608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2778
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
0.8024
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7514
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6176
Cross-validation details (10-fold Crossvalidation)
Recall
0.7514
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3588
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1871
Cross-validation details (10-fold Crossvalidation)