Predicting good probabilities with supervised learning.
Alexandru Niculescu-MizilRich CaruanaPublished in: ICML (2005)
Keyphrases
- supervised learning
- unsupervised learning
- reinforcement learning
- probability distribution
- training data
- probability theory
- machine learning
- learning algorithm
- belief networks
- supervised machine learning
- training examples
- semi supervised learning
- neural network
- multiple instance learning
- statistical learning
- learning problems
- multi class
- training set
- labeled data
- high dimensional
- class labels
- learning tasks
- image segmentation
- decision making
- feature selection
- generalization error
- artificial intelligence
- data mining
- probability estimates
- databases
- predicting future