Data Science, Data Analysis, Machine Learning, Statistics, Data Visualization.
clear margin of separation between different classes. The algorithm aims to maximize this margin. -Nonlinear Data with Kernel Trick: SVMs can handle nonlinear data by using the kernel trick. The kernel function allows the algorithm to implicitly map the data into a higher-dimensional space where a