Run
8869019

Run 8869019

Task 145976 (Supervised Classification) diabetes 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
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
278.7568
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2877
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
0.7517
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7565
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7565
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6331
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4223
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.886
Cross-validation details (10-fold Crossvalidation)