The Error Coding and Substitution PaCTs
Abstract
A new class of plug in classification techniques have recently been de(cid:173) veloped in the statistics and machine learning literature. A plug in clas(cid:173) sification technique (PaCT) is a method that takes a standard classifier (such as LDA or TREES) and plugs it into an algorithm to produce a new classifier. The standard classifier is known as the Plug in Classi(cid:173) fier (PiC). These methods often produce large improvements over using a single classifier. In this paper we investigate one of these methods and give some motivation for its success.
Cite
Text
James and Hastie. "The Error Coding and Substitution PaCTs." Neural Information Processing Systems, 1997.Markdown
[James and Hastie. "The Error Coding and Substitution PaCTs." Neural Information Processing Systems, 1997.](https://mlanthology.org/neurips/1997/james1997neurips-error/)BibTeX
@inproceedings{james1997neurips-error,
title = {{The Error Coding and Substitution PaCTs}},
author = {James, Gareth and Hastie, Trevor},
booktitle = {Neural Information Processing Systems},
year = {1997},
pages = {542-548},
url = {https://mlanthology.org/neurips/1997/james1997neurips-error/}
}