Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection

Matthew Lau, Ismaila Seck, Athanasios P Meliopoulos +2

The inability to linearly classify XOR has motivated much of deep learning. We revisit this age-old problem and show that linear classification of XOR is indeed possible. Instead o…