Support Vector Machine, Svm, Svm Algorithm, Svm Classifier, Machine Learning.
influence the behaviour and performance of the SVM model. The kernel, degree, and random state are parameters that affect the choice of SVM algorithm and its behaviour. The margin, on the other hand, is a concept that describes the separation between the decision boundary and the support vectors.