Question:

What is Model Selection in Machine Learning?

A.

the process of selecting models among different mathematical models, which are used to describe the same data set

B.

when a statistical model describes random error or noise instead of underlying relationship

C.

find interesting directions in data and find novel observations/ database cleaning

D.

all above

Answer» a. the process of selecting models among different mathematical models, which are used to describe the same data set