Linear Classifiers X g yest ·denotes+1 。denotes-1 How would you classify this data? 5/263
Linear Classifiers 5 / 263
Linear Classifiers X g yest ·denotes+1 。denotes-1 How would you classify this data? 6/263
Linear Classifiers 6 / 263
Linear Classifiers X g yest ·denotes+1 denotes-1 How would you classify this data? 7/263
Linear Classifiers 7 / 263
Linear Classifiers X g yest ·denotes+1 denotes-1 Any of these would be fine.. .but which is best? 8/263
Linear Classifiers 8 / 263
Outline (Level 1) A problem in perceptron Linear SVM in LSC SVM in LIC Kernel Functions Nonlinear SVM SMO Algorithm 9/263
Outline (Level 1) 1 A problem in perceptron 2 Linear SVM in LSC 3 SVM in LIC 4 Kernel Functions 5 Nonlinear SVM 6 SMO Algorithm 9 / 263