Quantum Computing, Quantum Algorithms, Quantum Machine Learning, Code, Artificial Intelligence.
would always pass through the origin, which is too restrictive for most datasets. The inequality yi​ (w⋅xi​ + b) ≥ 1 for all i ensures that each data point lies on the correct side of the hyperplane with a margin that is as large as possible. This constraint is fundamental to SVM’s capacity to