Beginner’s Guide: Step-by-Step Tutorial on Using Python for Machine Learning (Part 1: Support Vector Machine)
Support Vector Machine (SVM) is a supervised learning algorithm based on statistical learning theory. Its core objective is to find an optimal hyperplane in the feature space to maximize the separation between different classes of samples. This optimality is reflected in maximizing the margin, which is the distance from the support vectors (the closest sample … Read more