Data Science: The Executive Summary - A Technical Book for Non-Technical Professionals

by Field Cady

So having a large ratio of labeled datapoints to inputted features is the key to reducing overfitting. This is one of the reasons that feature extraction is important – it reduces the number of raw inputs.