Cost of Class Balance. (a) Plot of annotations N
required for class balance as a function of t; shown are CBAL (blue line), CBRL (red dashed line), and the predicted N
from Equation 1 (black line). (b) The cost of obtaining a specific class ratio as iterations increase. If a high percentage of minority class samples is desired, the cost increases.