Describe the process of feature engineering and its significance in machine learning.
Describe the process of feature engineering and its significance in machine learning.
25728-May-2023
Updated on 29-May-2023
Home / DeveloperSection / Forums / Describe the process of feature engineering and its significance in machine learning.
Describe the process of feature engineering and its significance in machine learning.
Aryan Kumar
29-May-2023Feature engineering is the process of transforming raw data into a format that is suitable for machine learning algorithms to extract meaningful patterns and make accurate predictions. It involves selecting, creating, and transforming features from the available data to improve the performance of the machine learning model.
The significance of feature engineering in machine learning can be understood by considering the following points: