In which scenario would you prefer using linear regression over other algorithms

In which scenario would you prefer using linear regression over other algorithms?

In which scenario would you prefer using linear regression over other algorithms?

Step 1: Identify the type of outcome variable you want to predict. It should be continuous (like height, weight, or temperature).
Step 2: Check if there is a linear relationship between the outcome variable and the independent variables (the factors you think affect the outcome).
Step 3: If the relationship looks like a straight line when you plot the data, linear regression is a good choice.
Step 4: Consider the simplicity of linear regression. If you want a straightforward model that is easy to interpret, choose linear regression.
Step 5: Ensure that you have enough data points to make the linear regression model reliable.

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