W7 Large Margin Classification
Notes
SVM - Support Vector Machine “Large Margin Classifiers”
- SVM gives computational advantages compared with Logistic Regression, easier to solve.
- Form of SVM cost function:
J=A+lambda*B–>J=C*A+B - For Linerly seperable data set, larger C, sensitive to outliers, but yields large margin.