Lda, Machine Learning, Dimensionality Reduction, Linear Discriminant.
classification performance. 3. Supervised Learning: LDA utilizes class labels to guide the dimensionality reduction process, making it suitable for tasks where class information is available. How to Use LDA Using LDA for dimensionality reduction involves the following steps: 1. Data Preprocessing: