Run
8882158

Run 8882158

Task 145976 (Supervised Classification) diabetes Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.7343
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6911
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
218.3295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3163
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.6992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0215
Cross-validation details (10-fold Crossvalidation)