Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure.
Xinying ZouSamir M. PerlazaIñaki EsnaolaEitan AltmanPublished in: CoRR (2023)
Keyphrases
- machine learning algorithms
- statistical analysis
- data sets
- machine learning
- benchmark data sets
- decision trees
- learning algorithm
- worst case
- prior knowledge
- labeled data
- machine learning methods
- learning models
- data mining techniques
- input space
- special case
- probability distribution
- pairwise
- test data
- learning problems
- temporal data