commit 7049c74fbd0f44a268042de70b658c6e373c0a6e
author Marc Kupietz <kupietz@ids-mannheim.de> Fri Feb 19 17:42:06 2021 +0100
committer Marc Kupietz <kupietz@ids-mannheim.de> Fri Feb 19 17:45:26 2021 +0100
tree 5f72840d727e19faae2f6159a17f789b6dc788d8
parent 0932a78973020f0ef6b7e0c8003e6ee945c3421a

Improve Sensitiviy with SMOTE

E.g.:

Confusion Matrix and Statistics

         observed
predicted    0    1
        0 2055    7
        1  246   74

               Accuracy : 0.8938
                 95% CI : (0.8807, 0.9059)
    No Information Rate : 0.966
    P-Value [Acc > NIR] : 1

                  Kappa : 0.3329

 Mcnemar's Test P-Value : <2e-16

            Sensitivity : 0.91358
            Specificity : 0.89309
         Pos Pred Value : 0.23125
         Neg Pred Value : 0.99661
             Prevalence : 0.03401
         Detection Rate : 0.03107
   Detection Prevalence : 0.13434
      Balanced Accuracy : 0.90334

       'Positive' Class : 1

Change-Id: Ibf6457af340b0ca7a4e814f2d77927515a142ee0