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Lets suppose we have a data set which consists of the following three attributes: Attribute A consists of 14 instances for class positive and 6

Let’s suppose we have a data set which consists of the following three attributes: Attribute A consists of 14 instances for class positive and 6 instances for class negative. Attribute B consists of 0 instances for class positive and 20 instances for class negative. Attribute C consists of 10 instances for class positive and 10 instances for class negative.

Find the Gini Index for attributes A, B, and C?

Which Attribute produces a better split?

Why?

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