An Empirical Bayes Optimal Discovery Procedure Based on Semiparametric Hierarchical Mixture Models.
Hisashi NomaShigeyuki MatsuiPublished in: Comput. Math. Methods Medicine (2013)
Keyphrases
- mixture model
- bayes optimal
- semi parametric
- density estimation
- gaussian mixture model
- em algorithm
- generative model
- learning curve
- model selection
- unsupervised learning
- maximum likelihood
- expectation maximization
- probabilistic model
- language model
- probability density function
- generalization error
- data sets
- knowledge discovery
- least squares
- regression model
- cross validation
- feature vectors
- data mining