GINI Index With a Simple Example - Gain in Gini Index (Decision Tree Induction Algorithm)

Опубликовано: 01 Октябрь 2024
на канале: TECHNOFUN
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Gini Index in Data Mining:

Today, we will learn to calculate gain in Gini Index when splitting on A and B Attribute. Find out which attribute would the decision tree induction algorithm choose.

Question: Consider the following data set for a binary problems.
Table: Given in Video
--Calculate the gain in the Gini index when splitting on A and B. Which Attribute would the decision tree induction algorithm choose?

--Calculate the information gain when splitting on A and B. Which attribute would the decision tree induction algorithm choose ?

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