## accuracy of linear regression model

Question

Can you name a possible method of improving the accuracy of a linear regression model?

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## Answer ( 1 )

You can do so in many ways. One of the most common ways is â€˜The Outlier Treatment.

Outliers have great significance in linear regression because regression is very sensitive to outliers. Therefore, it becomes critical to treat outliers with appropriate values. It can also prove useful if you replace the values with mean, median, mode or percentile depending on the distribution