Run
2147023

Run 2147023

Task 37 (Supervised Classification) diabetes Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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Flow

J48Bagging(1)Just a 48Bagging workflow done with the 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 ± 0.0445
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7501 ± 0.0508
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4435 ± 0.1141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
264.1562 ± 5.0295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2994 ± 0.0256
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7488 ± 0.0523
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7539 ± 0.0499
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7539 ± 0.0499
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6588 ± 0.0569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4081 ± 0.029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8563 ± 0.0615
Cross-validation details (10-fold Crossvalidation)