Machine Learning Regression Model Selection in Python
This blog is made based on the past six regression I have taught.
Oct 26, 20242 min read50
Command Palette
Search for a command to run...
#regression
Articles tagged with #regression
Machine Learning Chapter 2.6: Random Forest Regression
Hello and welcome back to Machine Learning! Today, we'll learn about the intuition behind random forests and how to apply them step by step in Python. Let's get started. This will be our final blog on regression. Intuition Random forest is a version ...
Oct 25, 20242 min read63
Machine Learning Chapter 2.3: Polynomial Regression
Welcome back to Machine Learning! Today we’ll talk about Polynomial Regression Polynomial Regression Intuition If you look carefully, polynomial regression is very similar to the multiple linear regression. But, instead of different variable, x1 is d...
Oct 22, 20245 min read64
Machine Learning Chapter 2.2: Multiple Linear Regression
Welcome to Part 2.2 of Machine Learning! Here is the equation for multiple linear regression. As you can see, it is quite similar to our linear regression model. Assumptions of linear regression Now, let's look at the first dataset for the linear re...
Oct 21, 202416 min read74
Machine Learning Chapter 2.1: Simple Linear Regression
Welcome to Part 2 - Regression! Regression models (both linear and non-linear) are used for predicting a real value, like salary for example. If your independent variable is time, then you are forecasting future values, otherwise your model is predic...
Oct 16, 20245 min read263