Data Dreamland, Subash Palvel, Data Science, Dimensionality Reduction, Machine Learning.
recognition and classification. Unlike PCA, which is unsupervised, LDA is a supervised technique that takes into account the class labels of the data. LDA aims to find a linear combination of features that maximizes the separation between different classes while minimizing the variance within each