Dimensionality Reduction, Machine Learning, Machine Learning Ai, Pca Analysis.
nonlinear manifolds. 5. Linear Discriminant Analysis (LDA) LDA is a supervised dimensionality reduction technique that optimally separates classes, widely used in classification problems. 6. Autoencoder Autoencoders leverage neural networks to learn a compressed representation of the data. They are