Run
8871440

Run 8871440

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.7122
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.746
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2569
Cross-validation details (10-fold Crossvalidation)
KB relative information score
92.8001
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2961
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.363
Cross-validation details (10-fold Crossvalidation)
Number of instances
748
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8155
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9703
Cross-validation details (10-fold Crossvalidation)