AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
and classification, aiming to optimize the distinction between various classes within a dataset. LDA is particularly prevalent in supervised learning scenarios where the classes of data points are predetermined. While PCA is considered an “unsupervised” algorithm that disregards class labels,