Artificial Intelligence, Machine Learning, Math, Computer Science, Software Engineering.
axis=1) We set k to 5 meaning that for each row we will randomly select N/100 nearest neighbors from the available k = 5 to use in our calculations (assuming N ≥ 100). We set N to 200 meaning that we want to generate 200% more fraudulent examples. synthetic = SMOTE(minority, N=200, k=5) As we can