Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:application |
gptkb:Bioinformatics
Speech recognition Image segmentation Market segmentation |
| gptkbp:assumes |
Data generated from multiple distributions
|
| gptkbp:componentDistribution |
Probability distribution
|
| gptkbp:componentNumber |
Finite
|
| gptkbp:contrastsWith |
Infinite mixture models
|
| gptkbp:form |
Weighted sum of component distributions
|
| https://www.w3.org/2000/01/rdf-schema#label |
Finite mixture models
|
| gptkbp:introducedIn |
Early 20th century
|
| gptkbp:parameterEstimationMethod |
Expectation-maximization algorithm
|
| gptkbp:relatedTo |
gptkb:Hidden_Markov_model
gptkb:Gaussian_mixture_model Latent variable model |
| gptkbp:usedFor |
Classification
Clustering Density estimation |
| gptkbp:usedIn |
Statistics
Machine learning |
| gptkbp:bfsParent |
gptkb:Gaussian_mixture_models
|
| gptkbp:bfsLayer |
6
|