Kernel methods represent a cornerstone in modern machine learning, enabling algorithms to efficiently derive non-linear patterns by implicitly mapping data into high‐dimensional feature spaces. At the ...

Support Vector Machines (SVMs) are a versatile and powerful machine learning algorithm that has gained significant popularity for solving classification and regression problems. They have been ...