Machine Learning No.7: Support Vector Machines

1. SVM hypothsis

2. large margin classification

3. kernals and similarity

if   

f1 = 1;

if x if far from l^(1), f1 = 0

4. SVM with kernels

5. SVM parameters

6. Multi-class classification

7. Logistic regression vs SVMs