Small Overfitting Probability in Minimization of Empirical Risk for FCA-based Machine Learning.
Dmitry V. VinogradovPublished in: FCA4AI@IJCAI (2022)
Keyphrases
- empirical risk
- machine learning
- loss function
- risk minimization
- decision trees
- decision function
- active learning
- machine learning methods
- data mining
- ridge regression
- fixed number
- learning algorithm
- learning tasks
- learning problems
- finite dimensional
- regression model
- cross validation
- machine learning algorithms
- semi supervised learning
- large deviations
- information extraction
- similarity measure
- uniform convergence
- majority vote
- feature selection