Demystifying Support Vector Machines (SVM): The Intuition, The Math, and The Magic
中文摘要
本文深入浅出地解释支持向量机（SVM）的数学与直觉，通过苹果和青柠的分类案例展示这一机器学习算法的魅力。
English Summary
This article demystifies Support Vector Machines (SVM), covering its mathematical foundations and intuition using a simple visual analogy of separating apples and limes.
Original Excerpt
Imagine you are looking at a table scattered with red apples and green limes. Your task is simple: draw a straight line on the table to… Continue reading on Medium »