Run
8868696

Run 8868696

Task 10089 (Supervised Classification) acute-inflammations 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
0.9983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9409
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.5503
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.059
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4863
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9417
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9805
Cross-validation details (10-fold Crossvalidation)
Recall
0.9417
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.493
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1968
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3991
Cross-validation details (10-fold Crossvalidation)