Run
8865850

Run 8865850

Task 145976 (Supervised Classification) diabetes Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.8156
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
280.0558
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2878
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
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7617
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7617
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4185
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.878
Cross-validation details (10-fold Crossvalidation)