The key theorem of learning theory based on the rough fuzzy samples

@article{Wang2010TheKT,
  title={The key theorem of learning theory based on the rough fuzzy samples},
  author={Xiao-Li Wang and Da-Zeng Tian and Shu Huang},
  journal={2010 International Conference on Machine Learning and Cybernetics},
  year={2010},
  volume={1},
  pages={314-318}
}
Firstly, the Khinchine law of large numbers based on the rough fuzzy samples is given. Secondly, based on the rough fuzzy samples, some concepts such as rough fuzzy expected risk functional, rough fuzzy empirical risk functional and rough fuzzy empirical risk minimization principle are proposed. Finally, the key theorem of learning theory based on the rough… CONTINUE READING