📊 Master Sequence Labeling: A Guide to Conditional Random Fields (CRF)
In traditional machine learning, we usually treat classification tasks as isolated events. If you train a model to predict whether an email is spam, it looks at that email in a vacuum. However, when dealing with sequential data—like text sentences, DNA strands, or time-series logs—order matters. A word’s meaning depends heavily on its neighbors. To […]