Understanding the concepts and Python implementation of the regression analysis technique based on principal component analysis (PCA)
Link to article: https://towardsdatascience.com/principal-component-regression-clearly-explained-and-implemented-608471530a2f
- Principal component analysis (PCA) is a well-known dimensionality reduction technique, but did you know that we can also apply the concepts behind PCA in regression analysis?
- This project provides a clear explanation of principal component regression (PCR), including its theoretical concept, benefits, caveats, and Python implementation.
/data: Datasets for the PCR analysis (diamond quality and wine quality data)/notebooks: Notebooks demonstrating the implementation of PCR/images: Images/screenshots involved in project
