Run
8867538

Run 8867538

Task 3803 (Supervised Classification) water-treatment Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.7171
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8362
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
51.2019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1844
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
0.8375
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
0.7134
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3588
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3803
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0599
Cross-validation details (10-fold Crossvalidation)