Run
8895796

Run 8895796

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 28-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.6823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.275
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.904
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3153
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
0.7539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3993
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9378
Cross-validation details (10-fold Crossvalidation)
Total cost