Experimental Comparisons between Machine Learning and Analytical Models for QoT Estimations in WDM Systems

We experimentally compare QoT estimations for WDM systems using Machine Learning(ML) and ON-based analytical models. ML estimates the side channels with better accuracy but is temporally less stable and less generalizable to different link configurations.