svm-hard-margin-requires-linear-separability

IN premise — entries/2026/06/21/wiki-Support_vector_machine-chunk-2.md

Created 2026-06-21T09:55:54+00:00

Hard-margin SVM requires linearly separable data and permits no misclassifications; it minimizes (1/2)||w||² subject to y_i(w^T x_i - b) >= 1 for all i.