OpenML
8872753

Run 8872753

Task 37 (Supervised Classification) diabetes Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-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
0.8139
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4435
Cross-validation details (10-fold Crossvalidation)
KB relative information score
264.1562
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2994
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
0.7488
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7539
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7539
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6588
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4081
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8563
Cross-validation details (10-fold Crossvalidation)