The first case showed in the lines 12 to 14 of Fig. 1. The safe level ratio is equal to ∞ and the safe level of p is equal to 0. It means that both p and n are noises. If this case occurs, synthetic instance will not be generated because the algorithm does not want to emphasize the important of noise regions.