Support Vector Machine.
Decision rules: for y=+1 -> W^T*X+b≥1, the reason why it always should be greater than or equal to +1 is, whenever a data point is labeled as the positive class it might be a support vector where the dot product equals +1or it might be greater than +1. for y=-1 -> W^T*X+b≤-1, the reason why it