Pca, Principal Components, Dimensionality Reduction, Eigenvectors, Eigenvalue.
that directly gives us these numbers. This is nothing but just converting the eigenvalues/variance along various principal components to percentages. As in this scenario, for PC1 the variance percentage = 35.95055*100/(35.95055 + 0.049451) = 99.9%. This indicates that only principal component 1 is