Data Science, Machine Learning, Feature Engineering, Algorithms, Machine Learning Tools.
value between the two observations becomes meaningless. Thus, to use algorithms that rely on distance metrics, we should ensure that we are not using a large number of features. If our dataset has a large number of features and if we don’t know which ones to keep and which to discard, we can use