A stochastic approximation approach to fixed instance selection.
Guo Feng Anders YeoDavid V. AkmanIrene Lena HudsonJeffrey ChanPublished in: Inf. Sci. (2023)
Keyphrases
- stochastic approximation
- instance selection
- feature and instance selection
- nearest neighbor
- monte carlo
- text classification
- data reduction
- classification accuracy
- semi supervised learning
- multiple instance learning
- multi class
- evaluation criteria
- feature selection
- knowledge discovery and data mining
- reinforcement learning
- policy iteration
- supervised learning
- data analysis
- co training
- text categorization
- labeled data
- temporal difference learning
- data points