# Streaming classification

Learn how to classify data streams incrementally, one instance at a time.

* [Getting started with classification](getting_started.md)
* [Evaluating classifiers in CapyMOA](evaluation.md)
* [Creating a new classifier in CapyMOA](new_learner.md)
* [Parallel ensembles](parallel_ensembles.md)

# See also

- [`capymoa.classifier`](../../api/modules/capymoa.classifier.md#module-capymoa.classifier)

Classification assigns a discrete label to each instance as it arrives, updating the
model incrementally rather than retraining from scratch. These tutorials walk through
training and evaluating classifiers on data streams, covering the built-in learners,
evaluation procedures, and how to plug in your own models.