Logarithm of Maximum Posterior Evidence: Advanced Model Selection for Text Classification.
Zhiwei SunJun BaiZhenzi LiChen LiWenge RongYuanxin OuyangZhang XiongPublished in: KSEM (2) (2024)
Keyphrases
- model selection
- text classification
- feature selection
- gaussian process
- hyperparameters
- cross validation
- machine learning
- posterior distribution
- parameter estimation
- text categorization
- statistical learning
- bayesian learning
- sample size
- regression model
- naive bayes
- model selection criteria
- meta learning
- text mining
- selection criterion
- generalization error
- leave one out cross validation
- text classifiers
- parameter determination
- statistical inference
- knn
- multi label
- mixture model
- error estimation
- bayesian model selection
- bayesian methods
- real world
- approximate inference
- information criterion
- posterior probability
- support vector machine