Machine Learning, Artificial Intelligence, Pca Analysis, Data Science, Support Vector Machine.
number of principal components to retain can be non-trivial. Techniques like cross-validation can help identify the correct number. Interpretability: Reducing the dimensionality of the data may result in less interpretable features. Understanding the impact of these components on the problem at