Data Science, Machine Learning, Pattern Recognition, Pca Analysis, Data Reduction.
variance. This leads to a more efficient representation of the data, which can improve the performance of subsequent analysis or modeling tasks. Multicollinearity Handling: PCA addresses multicollinearity issues by transforming correlated variables into a new set of orthogonal variables. This