AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
Assumption Holds: LDA performs well when the assumption of normal distribution within each class is valid. 4. Supervised Dimensionality Reduction: When the task requires dimensionality reduction with the guidance of class labels, LDA is a suitable choice. Python Implementation import numpy as np