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Table 3 Some of the most imbalanced diseases categories

From: Predicting disease risks from highly imbalanced data using random forest

Disease Category Percent of Active class
Male Genital Disease 0.01%
Testis Cancer 0.046%
Encephalitis 0.059%
Aneurysm 0.74%
Breast Cancer 1.66%
Peripheral Atherosclerosis 3.16%
Diabetes Mellitus w/complication 4.7%