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The Intuition behind Dimentionality reduction (PCA)
- PCA is a specific topic of factor analysis that helps understand correlation and importance of dimensions.
- PCA uncovers underlying factors or hidden traits contributing to observable behaviors.
- It is a method to solve the problem of factor analysis intuitively.
- PCA helps reveal hidden factors that influence people's behaviors and characteristics.
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