What is the primary purpose of linear regression in machine learning?
Practice Questions
Q1
What is the primary purpose of linear regression in machine learning?
To classify data into categories
To predict a continuous outcome variable
To cluster similar data points
To reduce dimensionality of data
Questions & Step-by-Step Solutions
What is the primary purpose of linear regression in machine learning?
Step 1: Understand that linear regression is a method used in machine learning.
Step 2: Know that it helps us make predictions.
Step 3: Identify that the predictions are about a continuous outcome variable, which means it can take any value (like height, weight, or temperature).
Step 4: Recognize that we use one or more predictor variables (these are the factors that influence the outcome, like age or hours studied).
Step 5: Conclude that the primary purpose of linear regression is to find a relationship between the predictor variables and the outcome variable to make accurate predictions.
