Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study.
Md. Abul HasnatJulien VelcinStéphane BonnevayJulien JacquesPublished in: IDA (2015)
Keyphrases
- model selection
- simultaneous clustering
- mixture model
- unsupervised learning
- cross validation
- sample size
- clustering algorithm
- gene expression data
- rows and columns
- parameter estimation
- feature selection
- hyperparameters
- density estimation
- machine learning
- matrix factorization
- data matrix
- collaborative filtering
- information criterion
- supervised learning
- generalization error
- bayesian networks
- model selection criteria