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

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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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