Spam Detection

Machine Learning and Link Spam: My Brush With Insanity

A practitioner's account of applying machine learning to link spam detection at SEOMoz — the messy reality of building a classifier with noisy labels, adversarial inputs, and shifting distributions. An honest account of ML in production before MLOps was a field.