Machine Learning, Data Science, Geoscience, Artificial Intelligence, AI.
visualization and analysis afterwards. Therefore, dimensionality reduction is needed to overcome this problem. Dimensionality reduction does not automatically reduce the existing features. This method will first summarize all features in a dataset into several components according to the algorithm