Machine Learning, Dimensionality Reduction, Feature Selection, Curse Of Dimensionality, Feature Engineering.
converting the sphere to a circle in the two-dimensional space. That is all well and good but why should we care? Why would we drop 80 columns off our dataset when we could straight up feed it to our machine learning algorithm and let it do the rest? The Curse of Dimensionality We care because the