Machine Learning, Support Vector Machine, Optimization, Data Science, Technology.
or the other by adjusting the bias b. By this observation, there is some positive example that that lies exactly 1 unit from the hyperplane. Call it x+, so that w · x+ + b = 1. Similarly, there is some negative example, x−, that lies exactly on the other side of the margin: for which w · x− + b =