AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
In our case, we have 4 eigenvalues and eigenvectors: Eigenvector 1: [[-0.2049] [-0.3871] [ 0.5465] [ 0.7138]] Eigenvalue 1: 3.23e+01 Eigenvector 2: [[-0.009 ] [-0.589 ] [ 0.2543] [-0.767 ]] Eigenvalue 2: 2.78e-01 Eigenvector 3: [[ 0.179 ] [-0.3178] [-0.3658] [ 0.6011]] Eigenvalue 3: -4.02e-17