Data Science, Machine Learning, Support Vector Machine, Python.
constraints in the following form: yᵢ(wᵀxᵢ + b) ≥ 1 Now, our task is to maximize the margin (ɣ) which we said is equal to 1/||w||, and that it will be restricted to N constraints, where N is the number of points in the dataset. Therefore, since we want to maximize 1/||w|| it would be equal to