Machine Learning, Artificial Intelligence, Dimensionality Reduction, Pca Analysis.
potential drawbacks. Loss of information and decreased interpretability are significant concerns. Moreover, the complexity of transformation and the risk of overfitting cannot be ignored. The Reversibility in Dimensionality Reduction While reversing dimensionality reduction is theoretically