Active Learning and the Total Cost of Annotation.
Jason BaldridgeMiles OsbornePublished in: EMNLP (2004)
Keyphrases
- total cost
- active learning
- annotation effort
- optimal solution
- opportunity cost
- service level
- machine learning
- learning algorithm
- multi period
- lead time
- training examples
- planning horizon
- minimum total cost
- setup cost
- average cost
- class imbalance
- production cost
- labeled data
- lot size
- fixed cost
- training set
- inventory level
- cost sensitive
- supervised learning
- optimal cost
- semi supervised
- learning process