AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
on the 2 most informative eigenpairs. We get the following matrix in our example: Matrix W: [[-0.2049 -0.009 ] [-0.3871 -0.589 ] [ 0.5465 0.2543] [ 0.7138 -0.767 ]] 6. Use the matrix W (4 X 2 matrix) to transform our samples onto the new subspace via the equation: Y = X*W, where X is the original