Improving the Accuracy of Principal Component Analysis by the Maximum Entropy Method

Guihong Wan, Crystal Maung, Haim Schweitzer

Classical Principal Component Analysis (PCA) approximates data in terms of projections on a small number of orthogonal vectors. There are simple procedures to efficiently compute v…