Data Science, Factor Analysis, Data, Machine Learning, Statistics.
R-squared is the metric used to determine how much of the variance of a variable is explained by another variable. Hence the name for this attribute of the PCA model. Scree plot With the scree plot we pick components in a more visual way. We plot the eigenvalue for each component and use the elbow