7 min readSupervised Learning
Logistic Regression and Classification
Why a straight line cannot model a probability, how the logistic function fixes it, and what the coefficients mean in log-odds, with a gradient-ascent step and a converged fit computed and checked numerically.
StatisticsMachine LearningOptimization