Run
8877496

Run 8877496

Task 3778 (Supervised Classification) plasma_retinol 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
0.5289
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0612
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.5377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4744
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.5841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0099
Cross-validation details (10-fold Crossvalidation)