In building a linear regression model for a particular data set, you observe the coefficient of one of the features having a relatively high negative value. This suggests that
A. This feature has a strong effect on the model (should be retained)
B. This feature does not have a strong effect on the model (should be ignored)
C. It is not possible to comment on the importance of this feature without additional information
D. Nothing can be determined.
Answer:C
In building a linear regression model for a particular data set, you observe the coefficient of one of the features having a relatively high negative value. This suggests that
A. This feature has a strong effect on the model (should be retained) B. This feature does not have a strong effect on the model (should be ignored) C. It is not possible to comment on the importance of this feature without additional information D. Nothing can be determined.