Mutual Fund Vital Statistics - Alpha & R-Squared

I was reviewing my MF Portfolio and deciding if I should hold on or sell Sundaram Select Midcap. In the process, I came across this useful article on Valueresearch Online. The article is available here explains the meaning of statistics like Alpha & R-Squared.