Gini Impurity is Just Variance
1:02
YouTubeDataMListic
Gini Impurity is Just Variance
The Gini impurity that decides almost every split in a classification tree is, in the binary case, exactly twice the variance of a Bernoulli random variable. A leaf with a fraction p of class-one points has Gini 2·p·(1−p), while a 0/1 Bernoulli label has variance p·(1−p) — the same parabola, just half as tall. That little factor of two ...
2K views1 month ago
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Thousands of bottles of the antidepressant duloxetine have been recalled because they contain levels of a potentially cancer-causing impurity above federal safety limits, according to a notice from the U.S. Food and Drug Administration. ABC News medical correspondent Dr. Darien Sutton breaks down next steps to take if you currently take the medication. #antidepressant #FDA #news #health #ABCNews
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