On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation.
Samir M. PerlazaIñaki EsnaolaGaetan BissonH. Vincent PoorPublished in: ISIT (2023)
Keyphrases
- training dataset
- benchmark datasets
- uci machine learning repository
- database
- real and synthetic datasets
- synthetic and real datasets
- optimization problems
- significant improvement
- learning algorithm
- test data
- active learning
- computational cost
- small number
- principal component analysis
- learning process
- linear combination
- high dimensional
- class labels
- computational complexity
- data structure
- reinforcement learning
- high quality
- image segmentation