Identifying the best splits involves determining how to reduce the amount of

impurities after the split. This can be done by minimizing or maximizing the

amount of entropy, the value of the Gini Index, or the misclassification error.

That is, when these values are minimized or maximized that corresponds to

the most pure states.

a. True

b. False