BRIEFLY describe the following methods for regression.In your description, include any complexity parameters, 1 advantages, and 1 disadvantage of the method.:

a)kNN

b)Ordinary Least Squares

c)Subset Selection

d)Ridge Regression

e)LASSO regression

f)CART

g)Random Forests

h)Support Vector Machines

i)Partial Least Squares