Lukas' Notes

machine-learning supervised-learning

Definition

Regression

Regression is a supervised learning task where the objective is to predict a continuous numerical value. Formally, given an instance space and a label space , the learner aims to find a mapping .

A classic example is linear regression, where the relationship is modelled as a linear combination of input features.