On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation.
Samir M. PerlazaIñaki EsnaolaGaetan BissonH. Vincent PoorPublished in: CoRR (2023)
Keyphrases
- training dataset
- benchmark datasets
- learning algorithm
- post hoc
- uci machine learning repository
- test data
- data mining algorithms
- markov random field
- computational cost
- significant improvement
- data structure
- data sets
- dimensionality reduction
- theoretical analysis
- high dimensional
- synthetic datasets
- markov chain monte carlo
- synthetic and real datasets
- face recognition