## Used datasets

The column "feat." is the number of values for each point in the dataset. The value "points total" is the sum of number of points in the minority set and the number of points in the majority set. The column "minority" contains the numer of points in the minority set. The value "common" gives the sum of number of points in the majority set that are also in the minority set and the number of points in the minority set that are also in the majority set. If the value "common" is not zero then even a perfect classifier will have false positive or false negative predictions.

 dataset            | feat. | points total | minority | common 
--------------------|------:|-------------:|---------:|-------:|
 **folding**                         |     |          |      |
 $~$ abalone (17 vs. 7, 8, 9, 10)    | 8   | 2338     | 58   | 0      
 $~$ abalone (9-18)                  | 8   | 731      | 42   | 0      
 $~$ car good                        | 6   | 1728     | 69   | 0      
 $~$ car vgood                       | 6   | 1728     | 65   | 0      
 $~$ flare-F                         | 11  | 1066     | 43   | 93     
 $~$ hypothyroid                     | 25  | 3163     | 151  | 2      
 $~$ kddcup (guess passwd vs. satan) | 38  | 1642     | 53   | 0      
 $~$ kr-vs-k (3 vs. 11)              | 6   | 2935     | 81   | 0      
 $~$ kr-vs-k (zero-one vs. draw)     | 6   | 2901     | 105  | 0      
 $~$ shuttle (2 vs. 5)               | 9   | 3316     | 49   | 0      
 $~$ winequality (red 4)             | 11  | 1599     | 53   | 0      
 $~$ yeast4                          | 10  | 1484     | 51   | 0      
 $~$ yeast5                          | 10  | 1484     | 44   | 0      
 $~$ yeast6                          | 10  | 1484     | 35   | 0      
 **imblearn**                        |     |          |      |
 $~$ webpage                         | 300 | 34780    | 981  | 152    
 $~$ mammography                     | 6   | 11183    | 260  | 3329   
 $~$ protein homo                    | 74  | 145751   | 1296 | 0      
 $~$ ozone level                     | 72  | 2536     | 73   | 0      
 **kaggle**                          |     |          |      |
 $~$ creditcard                      | 30  | 284807   | 492  | 0  

