What is the difference between the fair and capacity schedulers?

Question

I am new to the world of Hadoop and want to know the difference between fair and capacity schedulers. Also when are we supposed to use each one? Please answer in a simple way be

Answer 1

Below is the feature-wise comparison of the two schedulers.