machine-learning supervised-learning
Definition
Classification
Classification is a supervised learning task where the objective is to predict a discrete class label for a given input. Formally, given an instance space
and a finite label space , the learner aims to find a mapping . Common examples include:
- Binary Classification:
(e.g., Goat vs. Sheep). - Multi-class Classification:
.