Run
8876048

Run 8876048

Task 3711 (Supervised Classification) elevators 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
0.7855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.76
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4267
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6811.9196
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2374
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
0.7581
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.7664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5559
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4577
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9904
Cross-validation details (10-fold Crossvalidation)