Run
2147130

Run 2147130

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

A1DE(1)A flow using A1DE for the POC.

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
0.8149 ± 0.0405
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7614 ± 0.0492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4698 ± 0.1106
Cross-validation details (10-fold Crossvalidation)
KB relative information score
264.6413 ± 5.5188
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2986 ± 0.0274
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
0.7603 ± 0.0524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7643 ± 0.0487
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7643 ± 0.0487
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6571 ± 0.0605
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
0.41 ± 0.0289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8602 ± 0.0612
Cross-validation details (10-fold Crossvalidation)