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. 2020 Nov 25;2020:8810143. doi: 10.1155/2020/8810143

Table 1.

Specifications of real-world datasets.

Dataset name Sample size Variable number Discrete variable number Missing proportion Imbalance
Breast Cancer Wisconsin [47] 699 10 0 2.29 65.5
Chronic kidney disease 400 24 13 60.5 62.5
Congressional voting records 435 16 16 46.67 61.4
Credit approval 690 15 9 5.36 55.5
Cylinder bands 540 39 19 48.7 57.8
Heart disease—ungarian 294 13 7 99.66 63.9
Hepatitis 155 19 13 48.39 79.4
Horse colic 368 23 15 98.1 63
Mammographic mass [48] 961 5 2 13.63 53.7
Ozone level detection 2536 73 0 27.13 97.1