Non-negative Matrix Factorization — Glossary

Non-negative Matrix Factorization

Analysis Method

nmf


Definition

Factorises a non-negative data matrix into basis (W) and coefficient (H) matrices, revealing parts-based patterns shared across samples.

Examples

Latent abundance signatures in a community matrix.

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