Machine Learning, Artificial Intelligence, Pca Analysis, Data Science, Support Vector Machine.
the selected principal components. Advantages of PCA Dimensionality Reduction: PCA reduces the number of features while preserving the most critical information, leading to improved model efficiency. Data Visualization: PCA helps visualize high-dimensional data in a lower-dimensional space, aiding