C Parameter

The C parameter - also referred to as the C hyper-parameter - determines how flexible we are willing to be with the points that fall on the wrong side of our dividing boundary. The value of C ranges between 0 and infinity. When C is large, you are forcing your boundary to have fewer errors than when it is a small value.