Clustering Indices based Automatic Classification Model Selection.
Sudarsun SanthiappanNitin ShravanBalaraman RavindranPublished in: CoRR (2023)
Keyphrases
- model selection
- automatic classification
- bayesian information criterion
- cross validation
- unsupervised learning
- hyperparameters
- parameter estimation
- clustering algorithm
- sample size
- bayesian learning
- machine learning
- automatic detection
- variable selection
- statistical learning
- cluster analysis
- k means
- regression model
- clustering method
- mixture model
- statistical inference
- information criterion
- generalization error
- selection criterion
- gaussian process
- feature selection
- error estimation
- automatic model selection
- model selection criteria
- bayesian methods
- marginal likelihood
- data mining
- spectral clustering
- bayesian networks
- leave one out cross validation
- em algorithm
- automatically classify
- parameter determination