No Free Lunch versus Occam's Razor in Supervised Learning.
Tor LattimoreMarcus HutterPublished in: Algorithmic Probability and Friends (2011)
Keyphrases
- supervised learning
- unsupervised learning
- training examples
- supervised classification
- training data
- reinforcement learning
- learning problems
- learning tasks
- training set
- semi supervised learning
- class labels
- training samples
- unlabeled data
- semi supervised
- active learning
- machine learning
- supervised machine learning
- multiple instance learning
- decision trees
- image retrieval
- image sequences
- statistical learning
- learning algorithm
- neural network
- sample complexity
- databases