Linear and probabilistic models · MLD-0651
Linear discriminant analysis
A classifier and projection method using shared-covariance class-conditional Gaussian assumptions.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Separate labeled groups with a linear boundary.
Original caveat
LDA also abbreviates latent Dirichlet allocation.
Context and aliases
Level: Intermediate. Stages: Training · Inference.
Tags: ML.
Aliases: LDA (discriminant).
Related concepts
Concepts linking here
Original references
- scikit-learn: Gaussian processes ↗ · Reference link
- scikit-learn: linear models ↗ · Reference link
- scikit-learn: naive Bayes ↗ · Reference link
- Original reference URL ↗