Question: While exploring a dataset, you discover a nonlinear relationship between certain features and the label. Which two of the following feature engineering steps should you

While exploring a dataset, you discover a nonlinear relationship between certain features and the label.
Which two of the following feature engineering steps should you try before training a supervised machine-learning model?
Group of answer choices
Compute new features based on logarithms or exponentiation of these original features.
Ensure the features are linearly independent.
Compute new features based on polynomial values of the original features.
Compute mathematical combinations of the label and other features.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!