Problem Type | PCA | LDA |
---|---|---|
Screening Data | Definitely | Never |
Creating variables | Does | Does not |
Comparing group means | Possibly | Rarely |
Verifying clusters | Definitely | Never |
Dimensionality reduction | Definitely | Never |
Creating meaningful variables | Unlikely | Never |