Machine Learning, Dimensionality Reduction, Feature Selection, Curse Of Dimensionality, Feature Engineering.
yes. We can make these simple manual feature selections and reduce the dimensionality when the relevance or irrelevance of certain features are obvious or common knowledge. And when its not glaringly obvious, there are a lot of tools we could employ to aid our feature selection. Heatmaps that show