An attribute extending method to improve learning performance for small datasets.
Liang-Sian LinDer-Chiang LiHung-Yu ChenYu-Chun ChiangPublished in: Neurocomputing (2018)
Keyphrases
- high accuracy
- computational complexity
- test data
- experimental evaluation
- clustering method
- benchmark data sets
- preprocessing
- cost function
- classification method
- classification accuracy
- small number
- data sets
- decision rules
- training samples
- experimental study
- feature set
- segmentation method
- information entropy
- synthetic data
- theoretical analysis
- computationally efficient
- dynamic programming
- pairwise
- similarity measure
- feature selection