Introduction To Gradient Boosting algorithm (simplistic n graphical) - Machine Learning
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6 سال پیش
-
In this tutorial, you will
In this tutorial, you will learn
-What is gradient boosting? Other name of same stuff is Gradient descent
-How does it work for
1. Numeric outcome - Regression problem
2. Categorical outcome – Classification problem
-Is it same as over grown decision tree?
-How it is different from random forest method?
__________________________
Please note - for categorical problem, I have shown ada boost example, which can be considered a special case of Gradient boosting. You can see Ada boost vs Gradient boosting here
________________________________
https://www.packtpub.com/mapt/book/bi...
-What is gradient boosting? Other name of same stuff is Gradient descent
-How does it work for
1. Numeric outcome - Regression problem
2. Categorical outcome – Classification problem
-Is it same as over grown decision tree?
-How it is different from random forest method?
__________________________
Please note - for categorical problem, I have shown ada boost example, which can be considered a special case of Gradient boosting. You can see Ada boost vs Gradient boosting here
________________________________
https://www.packtpub.com/mapt/book/bi...
6 سال پیش
در تاریخ 1396/12/20 منتشر شده
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