The no-free-lunch theorems of supervised learning.
Tom F. SterkenburgPeter D. GrünwaldPublished in: CoRR (2022)
Keyphrases
- supervised learning
- training data
- unsupervised learning
- active learning
- statistical learning
- semi supervised learning
- reinforcement learning
- supervised classification
- learning tasks
- learning algorithm
- supervised machine learning
- multiple instance learning
- generalization error
- class labels
- learning problems
- semi supervised
- digital topology
- unlabeled data
- computer vision
- ordered sets
- labeled data
- training examples
- training samples
- machine learning
- special case
- multiresolution
- training set
- search algorithm
- knowledge base
- genetic algorithm