Data Science, Big Data, Data Mining, Data, Feature Engineering.
do not contribute to class separability. In other words, redundant and irrelevant features are ignored. Feature extraction, on the other hand, considers the whole information content and maps the useful information content into a lower dimensional feature space. One can differentiate the techniques