Lda, Machine Learning, Dimensionality Reduction, Linear Discriminant.
be available in all datasets. 2. Assumes Normal Distribution: LDA assumes that the data follows a normal distribution, which might not be valid for all datasets. 3. May Not Capture Non-linear Relationships: LDA is a linear method, and it may not capture complex non-linear relationships in the data.