Support Vector Machine, Svm, Svm Algorithm, Svm Classifier, Machine Learning.
input space (D). The transformation to the feature space is performed in order to find a decision boundary that separates the classes more effectively. By mapping the data points to a higher-dimensional feature space, SVM seeks to find an optimal hyperplane that maximizes the margin between the