Run
8861593

Run 8861593

Task 3711 (Supervised Classification) elevators Uploaded 27-02-2018 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
0.7936
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4313
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6853.8289
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2367
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7602
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7685
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.7685
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.449
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9716
Cross-validation details (10-fold Crossvalidation)