Run
8866781

Run 8866781

Task 145845 (Supervised Classification) gas-drift-different-concentrations Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.8626
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6336
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8017.1666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1327
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2748
Cross-validation details (10-fold Crossvalidation)
Number of instances
13910
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7099
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6104
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5457
Cross-validation details (10-fold Crossvalidation)
Recall
0.6104
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3707
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8768
Cross-validation details (10-fold Crossvalidation)