Gini Index and Entropy|Gini Index and Information gain in Decision Tree|Decision tree splitting rule

Gini Index and Entropy|Gini Index and Information gain in Decision Tree|Decision tree splitting rule
#GiniIndex #Entropy #DecisionTrees #UnfoldDataScience

Hi,
My name is Aman and I am a data scientist.

About this video:
How does a Decision Tree Work? A Decision Tree recursively splits training data into subsets based on the value of a single attribute. Splitting stops when every subset is pure (all elements belong to a single class)
This video explains Gini and Entropy with example.
Below questions are answered in this video:
1.What is Gini Index?
2.What is Information gain?
3.What is Entropy?
4.What is tree splitting criteria?
5.How is decision tree splitted?

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Видео Gini Index and Entropy|Gini Index and Information gain in Decision Tree|Decision tree splitting rule канала Unfold Data Science