Dirichlet process mixture model
GPTKB entity
Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
Bayesian nonparametric model |
| gptkbp:allows |
infinite number of mixture components
|
| gptkbp:category |
nonparametric Bayesian method
mixture model |
| https://www.w3.org/2000/01/rdf-schema#label |
Dirichlet process mixture model
|
| gptkbp:introduced |
gptkb:Thomas_S._Ferguson
|
| gptkbp:introducedIn |
1973
|
| gptkbp:priorDistribution |
gptkb:Dirichlet_process
|
| gptkbp:relatedTo |
gptkb:Chinese_restaurant_process
gptkb:Gaussian_mixture_model stick-breaking process |
| gptkbp:usedFor |
density estimation
clustering |
| gptkbp:usedIn |
gptkb:machine_learning
statistics |
| gptkbp:uses |
gptkb:Dirichlet_process
|
| gptkbp:bfsParent |
gptkb:Hierarchical_Dirichlet_process
|
| gptkbp:bfsLayer |
7
|