Run
8860641

Run 8860641

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

weka.kf.ReplaceMissingValues-J48(1)A Weka KnowledgeFlow using ReplaceMissingValues-J48.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
0.569
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5955
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4.8904
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.428
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
0.6109
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6279
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.971
Cross-validation details (10-fold Crossvalidation)
Recall
0.6279
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4889
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0923
Cross-validation details (10-fold Crossvalidation)