Definition
Label Space
The label space, denoted
, is the set of all possible output values (labels) in a supervised learning task. The nature of this space defines the fundamental task of the learner:
- Classification:
is a discrete set of categories or nominal labels. - Regression:
is typically a continuous subset of the real numbers .