Run
8868791

Run 8868791

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.7025
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7142
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1522
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.8954
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2883
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
0.7112
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7567
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7567
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7942
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0082
Cross-validation details (10-fold Crossvalidation)