AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
of Normality: LDA assumes that the features within each class are normally distributed, and it may not perform well if this assumption is violated. 3. Requires Sufficient Samples: LDA may not perform well with a small number of samples per class. Having more samples improves the estimation of class