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Decision Tree

Entropy

Entropy measures number of possibilities to organize balls?

Entropy measures the knowledge of the color of the ball?

Entropy Formula

Let's play a game. Pick 4 balls from the basket with replacement. Win the game if the colors of the 4 balls (order matters) matches the ones in the basket.

Information Gain