Active Sampling for Class Probability Estimation and Ranking.
Maytal Saar-TsechanskyFoster J. ProvostPublished in: Mach. Learn. (2004)
Keyphrases
- active sampling
- learning to rank
- ranking functions
- class probability estimation
- active learning
- selective sampling
- web search
- class probabilities
- ranking algorithm
- loss function
- ranking models
- k nearest neighbor
- feature selection
- multi class
- evaluation measures
- binary classifiers
- web search engines
- document retrieval
- semi supervised
- random sampling
- data sets
- model selection
- knn
- training set
- machine learning