Machine Learning, Fluid Mechanics, Svd, Data Science, Python.
dimensions. By generating perpendicular lines from each point to the regression line (figure on the right), a reduced representation of the original data is obtained, preserving the key variations inherent in the dataset. Additionally, these regression lines can be utilized to derive a set of