Machine Learning, Entropy, Information Theory, Python.
ball from 3rd box due to very high impurity. Entropy quantifies impurity. So the Box-1 has least entropy second box has moderate entropy and third has highest entropy. Probability of picking To make the concept more objective let us experiment by picking balls from each box (refer to figure above)