Research on the Controllable Confidence Regression

DOI

10.2991/icmmcce-15.2015.77How to use a DOI?

Keywords

Machine Learning; Confidence Machine; Confidence Regression

Abstract

The confidence machine has been an integral part of the target of the research in the field of machine learning. Confidence regression is a significant research field of confidence machine . Performs error evaluation on results of regressive learning to classify the accept field and the refuse field so as to achieve the confidence regression. By setting specific error value, the Algorithm achieves controllable confidence regression, which has been tested on experimental data sets. Finally, the problems of current research are discussed, and the research direction is pointed out.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Fangchun Jiang
PY  - 2015/12
DA  - 2015/12
TI  - Research on the Controllable Confidence Regression
BT  - Proceedings of the 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015
PB  - Atlantis Press
SP  - 372
EP  - 377
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmmcce-15.2015.77
DO  - 10.2991/icmmcce-15.2015.77
ID  - Jiang2015/12
ER  -