Run
8877595

Run 8877595

Task 3857 (Supervised Classification) vehicle Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.78
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
232.8889
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3828
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8241
Cross-validation details (10-fold Crossvalidation)
Recall
0.8014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6958
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4374
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3986
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9113
Cross-validation details (10-fold Crossvalidation)