Improving learning accuracy by using synthetic samples for small datasets with non-linear attribute dependency.
Der-Chiang LiLiang-Sian LinLi-Jhong PengPublished in: Decis. Support Syst. (2014)
Keyphrases
- learning systems
- learning process
- data sets
- computational complexity
- learning algorithm
- knowledge acquisition
- machine learning
- prior knowledge
- learning problems
- learning tasks
- training samples
- benchmark datasets
- inductive inference
- test data
- background knowledge
- online learning
- supervised learning
- small number
- e learning