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. 2020 Apr 9;20(7):2131. doi: 10.3390/s20072131

Table 1.

Synthetic balanced dataset comparison.

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