Mathematics and probability · MLD-0100
Bayes' theorem
A rule relating posterior probabilities to likelihoods and prior probabilities.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Update belief about a class after observing evidence.
Original caveat
It does not by itself specify the prior or likelihood.
Context and aliases
Level: Foundational. Stages: Theory · Training · Evaluation.
Tags: ML · DL · SLM · LLM.
Aliases: Bayes' rule.
Related concepts
Concepts linking here
Original references
- Deep Learning: online textbook ↗ · Consulted
- Mathematics for Machine Learning ↗ · Reference link
- Original reference URL ↗