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
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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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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