FCM-Based Model Selection Algorithms for Determining the Number of Clusters.
Haojun SunShengrui WangQingshan JiangPublished in: Pattern Recognit. (2004)
Keyphrases
- model selection
- cross validation
- parameter estimation
- hyperparameters
- sample size
- learning algorithm
- bayesian methods
- mixture model
- regression model
- machine learning
- statistical learning
- fuzzy c means
- error estimation
- generalization bounds
- gaussian process
- meta learning
- worst case
- bayesian learning
- selection criterion
- statistical inference
- k means
- feature selection
- hypothesis tests