Run
8877617

Run 8877617

Task 3875 (Supervised Classification) flags 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
0.6374
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0161
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.1675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4007
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4588
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5557
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6237
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.6237
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8734
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4441
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9278
Cross-validation details (10-fold Crossvalidation)