A subset with the highest degree of impurity is when a 50% and 50% split occur between classes.

Name: A subset with the highest degree of impurity is when a 50% and 50% split occur between classes.
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In the context of decision trees and information theory, a subset with a 50% and 50% split between classes is considered to have the highest degree of impurity because it indicates maximum uncertainty or randomness in classifying an instance into one of the two classes.

A Subset with the Highest Degree of Impurity Is When