Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
components. By analyzing the loadings: If PC1 has high loadings for features like “calories”, “fat”, and “sodium”, it might represent an “unhealthiness” dimension. If PC2 has high loadings for “fiber” and “vitamins”, it might represent a “nutritional value” dimension. E. Visualizing the Loadings