Question: why svm is large margin classifier?
Answer: Why SVM is an example of a large margin classifier? As shown in the image, the largest margin is found in order to avoid overfitting ie,.. the optimal hyperplane is at the maximum distance from the positive and negative examples(Equal distant from the boundary lines).