Machine Learning, Data Science, Feature Engineering.
prediction or dependent variable, which you are interested in. Having irrelevant features in your dataset could decrease the accuracy of your models. Feature extraction: Generation of features from the given dataset, that is in a format and difficult to analyze directly (e.g., images, time-series,