An Empirical Evaluation of Supervised Learning for ROC Area.
Rich CaruanaAlexandru Niculescu-MizilPublished in: ROCAI (2004)
Keyphrases
- supervised learning
- receiver operating characteristic
- learning algorithm
- active learning
- training data
- learning problems
- unsupervised learning
- learning tasks
- training set
- supervised classification
- semi supervised
- machine learning
- semi supervised learning
- statistical learning
- cross entropy
- reinforcement learning
- roc curve
- supervised machine learning
- precision recall
- training examples
- class labels
- databases
- data mining
- empirical evaluation
- labeled data
- hidden markov models
- three dimensional
- roc analysis
- data sets
- multiple instance learning
- ranking functions
- training samples
- unlabeled data
- objective function