Graph seed dataset PCA

seedData_PCA.m

% Graphs components %

file = 'seeds_dataset.csv';
x = load(file);

% SVD matrix 
[U,S,V] = svd(x * transpose(x));
    
% An eigenvalue is the diagonal matrix of S off the SVD component
eV = diag(sqrt(S));
   
% Plot the eigenvalues against eachother
scatter(eV, eV, 'filled');
    
% Plot only the top 10 sorted eigenvalue
scatter(linspace(1,10,10), eV(1:10), 'filled')