Run
8860697

Run 8860697

Task 3656 (Supervised Classification) diabetes_numeric Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.4717
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4656
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2.5901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4419
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
0.4554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.971
Cross-validation details (10-fold Crossvalidation)
Recall
0.5581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4889
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6647
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3595
Cross-validation details (10-fold Crossvalidation)