Lecture 7 – Decision trees and ensemble algorithm

Lecture 7 – Decision trees and ensemble algorithm#

Regression or classification based on tree models or random forest models.

Contents of this lecture

Decision trees (CART) for classification/regression
Example of Decision Tree Algorithm
Pros and Cons of CART
Random forest (Ensemble techniques)
- Bagging/Boosting

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Please download the lecture through the following link Lecture 7 – Decision trees and ensemble algorithm