Core ML Concepts · beginner · concept 16 of 176

🧠Logistic Regression

The industry-default baseline classifier: a linear model pushed through a sigmoid so its output reads as a probability. It is also the bridge to deep learning, since a single sigmoid neuron trained with cross-entropy IS logistic regression. Interpretable, fast, and the first thing to try before anything fancier.