Proceedings of the 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015

Research on the Controllable Confidence Regression

Authors
Fangchun Jiang
Corresponding Author
Fangchun Jiang
Available Online December 2015.
DOI
https://doi.org/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.
Open Access
This is an open access article distributed under the CC BY-NC license.

Download article (PDF)

Proceedings
2015 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering
Part of series
Advances in Computer Science Research
Publication Date
December 2015
ISBN
978-94-6252-133-9
DOI
https://doi.org/10.2991/icmmcce-15.2015.77How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

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