Run
2148586

Run 2148586

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

smo(1)A flow using smo 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
0.7129 ± 0.0593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7577 ± 0.0501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.455 ± 0.1149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
360.1638 ± 7.9977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2318 ± 0.0449
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
0.7636 ± 0.0504
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7682 ± 0.0449
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7682 ± 0.0449
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.51 ± 0.099
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
0.4814 ± 0.0466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.01 ± 0.0984
Cross-validation details (10-fold Crossvalidation)