Data Science, Machine Learning, Pattern Recognition, Pca Analysis, Data Reduction.
transformation reduces the redundancy among variables, which can enhance the stability and accuracy of statistical models. In summary, PCA provides a powerful framework for reducing the dimensionality of data, visualizing complex datasets, extracting essential features, handling multicollinearity,