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Questions and Answers
What type of variables does linear regression make predictions for?
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?
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?
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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