Choosing the Decision Hyper-parameter for Some Cautious Classifiers.
Abdelhak ImoussatenPublished in: IPMU (2) (2022)
Keyphrases
- hyperparameters
- support vector
- model selection
- classification decisions
- cross validation
- bayesian inference
- decision trees
- grid search
- random sampling
- training data
- bayesian framework
- prior information
- maximum likelihood
- parameter settings
- feature selection
- incremental learning
- closed form
- incomplete data
- support vector machine
- data mining
- noise level
- feature set
- em algorithm
- genetic algorithm
- machine learning