Summary of Dimensionality Reduction Algorithms in Machine Learning
Recently, I have been looking at some dimensionality reduction algorithms. This article first provides an information table summarizing seven algorithms, including the (hyper)parameters that can be adjusted for each algorithm, the main objectives of the algorithms, and so on. Then, it introduces some basic concepts of dimensionality reduction, including what dimensionality reduction is, why it … Read more
