Run
8876735

Run 8876735

Task 145845 (Supervised Classification) gas-drift-different-concentrations 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
0.7676
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6034
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4966
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7403.8322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1409
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
0.7017
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5776
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5457
Cross-validation details (10-fold Crossvalidation)
Recall
0.5776
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5128
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3707
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3735
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0076
Cross-validation details (10-fold Crossvalidation)