AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
overall variance. Data Characteristics: The characteristics of your data, such as linearity, class distribution, and presence of outliers, influence the choice. Application-Specific Requirements: Consider the specific requirements of your application, such as interpretability, computational