A new approach to generalisation error of machine learning algorithms: Estimates and convergence.
Michail LoulakisCharalambos G. MakridakisPublished in: CoRR (2023)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning
- learning algorithm
- learning problems
- machine learning methods
- decision trees
- random forests
- estimation error
- learning tasks
- predictive accuracy
- error rate
- machine learning approaches
- measurement error
- machine learning systems
- input features
- transfer learning
- neural network
- supervised learning algorithms
- statistical machine learning
- multiclass classification
- generalization error
- domain specific
- training data
- real world