TF-IDF + Logistic Regression: The Classical ML Baseline You Should Try First
intermediateMachine Learning Basics
TF-IDF + Logistic Regression: The Classical ML Baseline You Should Try First
Before reaching for LLMs or neural networks for text classification, try the boring thing. Here's how TF-IDF + Logistic Regression works, why it's often embarrassingly competitive, and where it breaks.
April 19, 202610 min read
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