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0.5T where T is the length of the original array of rows belonging to the minority class. We also set N to 100, here, so that it becomes 1 in the subsequent line since we only want to generate a synthetic sample using 1 of the nearest neighbors of each point in the subset. if N < 100: T = round(N /