Table 1.
Datasets | Drift Type | Attributes | Sizes | Class Values |
---|---|---|---|---|
Agarwal | Abrupt and Gradual | 10 | 50k, 100k, 500k, 1M, 2M, 3M | groupA, groupB |
LED | Abrupt and Gradual | 8 | 50k, 100k, 500k, 1M, 2M, 3M | 0,1,2,3,4,5,6,7,8,9 |
Mixed | Abrupt and Gradual | 11 | 50k, 100k, 500k, 1M, 2M, 3M | class1, class2 |
RandomTree | Abrupt and Gradual | 11 | 50k, 100k, 500k, 1M, 2M, 3M | class1, class2 |