Eigenvectors, Principal Component, Dimensionality Reduction, Data Science, Unsupervised Learning.
3. Based on this distance it identifies the best fit line. 4. Ideally, The best fit line is the one that has a minimum distance from the point to the line or Maximum distance from the origin to the projected point. Source: Image by Author Mathematical calculation: Let’s now consider a single point