Data Science, Machine Learning, Support Vector Machine, Python.
vectors. The second term, penalizes large values of αᵢ and αⱼ that result in misclassifications or smaller margin. After we solve the optimization problem that maximizes the values of alpha, we will find the values of the Lagrange multipliers (αᵢ) that maximizes the margin in the SVM. Finally, we