Beginner · Fundamentals
Classifier
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. A common, informal term for a classification model.
Technical Definition
A common, informal term for a classification model.
How it works
Classifier is simply another name for a classification model. It refers to any machine learning model that is trained to assign an input data point to one of several predefined categories or classes. The term is often used interchangeably with classification model in discussions about machine learning algorithms.
Related Concepts
- Model — A mathematical representation learned from data that maps inputs to outputs.
- Class — A category that a label can belong to, such as 'spam' or 'not spam' in an email classification task.
- Classification model — A predictive model that assigns an input to one of several predefined categories or classes.