Support Vector Machine Table Of Contents: What Is a Support Vector Machine? How Does Support Vector Machine Work? Types Of Support Vector Machine Algorithms. Mathematical Intuition Behind Support Vector Machine. Margin In Support Vector Machine. Optimization Function and Its Constraints. Soft Margin SVM. Kernels In Support Vector Machine. How To Choose A Right Kernel? (1) What Is Support Vector Machine? The Support Vector Machine (SVM) algorithm is a supervised machine learning algorithm used for classification and regression tasks. It is particularly effective in solving binary classification problems but can also be extended to multi-class classification. SVMs can be used for

Read More