Linear and probabilistic models · MLD-0787
Multinomial naive Bayes
Naive Bayes using multinomial-style nonnegative feature counts.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Classify bag-of-words documents.
Original caveat
Negative-valued features are incompatible with the standard model.
Context and aliases
Level: Intermediate. Stages: Training · Inference.
Tags: ML.
Aliases: None recorded.
Related concepts
Original references
- scikit-learn: Gaussian processes ↗ · Reference link
- scikit-learn: linear models ↗ · Reference link
- scikit-learn: naive Bayes ↗ · Reference link
- Original reference URL ↗