Support vector machines
Machine Learning · Engineering
Study notes
Classify two blobs: SVM finds the line maximizing margin between classes; only the nearest points (support vectors) matter. For circular data, an RBF kernel maps to higher dimensions where a plane separates. Tuning C trades margin width against misclassifications.