Considering entropy as a measure of impurity, the entropy of a pure set is
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assume entropy was mentioned in the context of building decision trees.
To illustrate, imagine the task of learningto classify first-names into male/female groups. That is given a list of names each labeled with either m or f, we want to learn a model that fits the data and can be used to predict the gender of a new unseen first-name.
To illustrate, imagine the task of learningto classify first-names into male/female groups. That is given a list of names each labeled with either m or f, we want to learn a model that fits the data and can be used to predict the gender of a new unseen first-name.
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