What is a Support Vector Machine (SVM) classifier?

Question

Accepted Answer

SVM finds the hyperplane that maximizes margin between classes. Linear SVM for linearly separable data; non-linear SVM uses kernel tricks (polynomial, RBF) for complex boundaries.