Run
8877525

Run 8877525

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

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.7471
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8496
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3421
Cross-validation details (10-fold Crossvalidation)
KB relative information score
199.2219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1362
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
0.8662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8767
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6176
Cross-validation details (10-fold Crossvalidation)
Recall
0.8767
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3588
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3327
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9272
Cross-validation details (10-fold Crossvalidation)