Data Science, Machine Learning, Pattern Recognition, Pca Analysis, Data Reduction.
correlations in a high-dimensional dataset underscores the importance of Principal Component Analysis (PCA). Returning to the Breast Cancer Dataset, with its 30 dimensions, visualizing it directly becomes challenging. Therefore, we’ll employ PCA to extract the first three principal components and