Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images

Carlton Chu, Ai-Ling Hsu, Kun-Hsien Chou, Peter A. Bandettini, Ching-Po Lin. Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images. NeuroImage, 60(1):59-70, 2012. [doi]

@article{ChuHCBL12,
  title = {Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images},
  author = {Carlton Chu and Ai-Ling Hsu and Kun-Hsien Chou and Peter A. Bandettini and Ching-Po Lin},
  year = {2012},
  doi = {10.1016/j.neuroimage.2011.11.066},
  url = {http://dx.doi.org/10.1016/j.neuroimage.2011.11.066},
  researchr = {https://researchr.org/publication/ChuHCBL12},
  cites = {0},
  citedby = {0},
  journal = {NeuroImage},
  volume = {60},
  number = {1},
  pages = {59-70},
}