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INTRODUCTION to ANALYTICS MODELING Classification Joel Sokol, Ph.D. Director, Master of Science in Analytics Professor, Georgia Tech H. Milton Stewart School of Industrial & Systems Engineering SVM: What the Name Means Overview Previous Lessons ¢ Support Vector Machine (SVM) This Lesson ¢ What the name SVM means Support vectors Support vectors Support Vector ¢ Point that holds up shape = support vector Support vectors ¢ Point that holds up shape = support vector ¢ Support vectors can support sides, top, etc. Basic SVM Model! for Classification Basic SVM Model! for Classification * Suport Vector * ¢ Support Vector Machine model ¢ Determines “support vectors” ¢ Automatically from data (hence, “machine’”)