How can you handle overfitting in linear regression? (check all that apply; hint: choose two answers) ☐ use regularization (ridge or lasso) remove all categorical variables increase number of features use variable selection remove all outliers from the data

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How can you handle overfitting in linear regression? (check all that apply; hint: choose two
answers)
☐ use regularization (ridge or lasso)
remove all categorical variables
increase number of features
use variable selection
remove all outliers from the data
Transcribed Image Text:How can you handle overfitting in linear regression? (check all that apply; hint: choose two answers) ☐ use regularization (ridge or lasso) remove all categorical variables increase number of features use variable selection remove all outliers from the data
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