The Trade-Off in Soft Margin SVM

Mar 2, 2025 · 4 min read · Introduction: Soft Margin SVM is an extension of traditional hard margin SVM that introduces flexibility for handling real-world, often noisy datasets. Unlike hard-margin SVM, which requires perfect linear separability, soft-margin SVM allows some mi...