Machine Learning
Logistic Regression
Machine Learning· Intermediate
Definition
Despite its name, a classification algorithm (not regression) that models the probability of a binary outcome using the logistic function. Produces well-calibrated probability estimates and is highly interpretable, making it a regulatory baseline in many industries.
Enterprise Context
The default starting point for binary classification in banking (credit approval), insurance (risk scoring), and healthcare (disease prediction) due to regulatory transparency requirements.
Tags
#supervised#classification#interpretable
MS
Maxx Stacks Editorial
Reviewed by enterprise AI practitioners
Maxx University
Keep learning. Keep building.
250+ terms. 5 learning paths. AI maturity assessment. Jargon translator. All free, always.