Neural Network Characterization and Entropy Regulated Data Balancing through Principal Component Analysis

David Yevick, Karolina Hutchison

This paper examines in detail the geometric structure of principal component analysis (PCA) by considering in detail the distributions of both unrotated and rotated MNIST digits in…