Run
8877362

Run 8877362

Task 3656 (Supervised Classification) diabetes_numeric 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
0.5543
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7.0153
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4093
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4791
Cross-validation details (10-fold Crossvalidation)
Number of instances
43
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6927
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6977
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.971
Cross-validation details (10-fold Crossvalidation)
Recall
0.6977
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4889
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.951
Cross-validation details (10-fold Crossvalidation)