Enhancing Unsupervised Outlier Model Selection: A Study on IREOS Algorithms.
Philipp SchlieperHermann LuftKai KledeChristoph StrohmeyerBjörn M. EskofierDario ZancaPublished in: IEEE Trans. Knowl. Data Eng. (2024)
Keyphrases
- model selection
- cross validation
- unsupervised learning
- learning algorithm
- parameter estimation
- regression model
- machine learning
- bayesian learning
- error estimation
- generalization bounds
- variable selection
- bayesian methods
- statistical learning
- hyperparameters
- sample size
- statistical inference
- mixture model
- feature selection
- bayesian approaches
- bayesian model selection