An evaluation of the bootstrap for model validation in mixture models.
Thomas JakiTing-Li SuMinjung KimM. Lee Van HornPublished in: Commun. Stat. Simul. Comput. (2018)
Keyphrases
- mixture model
- model validation
- gaussian mixture model
- em algorithm
- density estimation
- model selection
- probabilistic model
- generative model
- expectation maximization
- mixture modeling
- maximum likelihood
- language model
- cross validation
- unsupervised learning
- probability density function
- finite mixtures
- automatic model selection
- information retrieval
- gaussian mixture
- training set
- object recognition
- image segmentation