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Linear Regression Quiz

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Questions and Answers

What type of variables does linear regression make predictions for?

Continuous/real or numeric variables (correct)

Categorical variables

Ordinal variables

Discrete variables

Which algorithm is considered one of the easiest and most popular in Machine Learning?

Linear regression (correct)

Support Vector Machine (SVM)

Decision tree

K-nearest neighbors (KNN)

What kind of relationship does linear regression algorithm show between variables?

Exponential relationship

Quadratic relationship

Linear relationship (correct)

Logarithmic relationship

Study Notes

Linear Regression

Linear regression makes predictions for continuous variables.
It is considered one of the easiest and most popular algorithms in Machine Learning.
The linear regression algorithm shows a linear relationship between variables, meaning that the relationship between the dependent and independent variables can be represented by a straight line.

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Description

Test your knowledge of linear regression with this quiz! Challenge yourself with questions about the fundamentals, applications, and concepts related to this popular machine learning algorithm.