Understanding the various feature engineering techniques can be handy for an ML practitioner. After all, features are one of the most determining factors about how machine learning and deep learning models perform in real-time.
|Which Feature Engineering Techniques improve Machine Learning Predictions? | by Suhas Maddali | Nov, 2022 | Towards Data Science
Photo by Alain Pham on Unsplash. When it comes to machine learning, the thing that one can do to improve the ML model predictions would be to choose the right features and remove the ones that have negligible effect on the performance of the models.Therefore, selecting the right features can be one of the most important steps needed for a data scientist or a machine learning engineer who are …