Data Science, Machine Learning, Pattern Recognition, Pca Analysis, Data Reduction.
principal component. This feature extraction process can help in identifying patterns, trends, and relationships within the dataset. Noise Reduction: PCA can mitigate the effects of noise and redundant information present in the data by focusing on the principal components with the highest