All terms
Foundations
Linear Regression
The simplest regression method, fitting a straight-line relationship between inputs and a number.
Definition
Linear regression is the simplest and oldest regression method. It fits a straight-line relationship between input features and a numeric target, choosing the line that best matches the training data. Despite its simplicity, it is widely used, easy to interpret, and a building block for more complex models.