Support Vector Machine, Svm, Svm Algorithm, Svm Classifier, Machine Learning.
support vectors, SVM ensures that the decision boundary is not overly influenced by the entire dataset but rather focuses on the critical points near the boundary. The hyperplane with the maximum margin is considered the optimal solution, as it provides the best balance between separating the