Recursive Automatic Bias Selection for Classifier Construction

@article{Brodley1995RecursiveAB,
  title={Recursive Automatic Bias Selection for Classifier Construction},
  author={Carla E. Brodley},
  journal={Machine Learning},
  year={1995},
  volume={20},
  pages={63-94}
}
The results of empirical comparisons of existing learning algorithms illustrate that each algorithm has a selective superiority; each is best for some but not all tasks. Given a data set, it is often not clear beforehand which algorithm will yield the best performance. In this article we present an approach that uses characteristics of the given data set… CONTINUE READING