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- Title
The Logistic Regression from the Viewpoint of the Factor Space Theory.
- Authors
Cheng, Q. F.; Wang, T. T.; Guo, S. C.; Zhang, D. Y.; Jing, K.; Feng, L.; Zhao, Z. F.; Wang, P. Z.
- Abstract
Logistic regression plays an important role in machine learning. People excitingly use it in conceptual matching yet with some details to be understood further. This paper aims to present a reasonable statement on logistic regression based on fuzzy sets and the factor space theory. An example about breast cancer diagnosis is displayed to show how the factor space theory can be incorporated into the understanding and use of logistic regression.
- Subjects
LOGISTIC regression analysis; FUZZY sets; BREAST cancer diagnosis; LOGISTIC functions (Mathematics); ALGORITHMS; STATISTICAL matching
- Publication
International Journal of Computers, Communications & Control, 2017, Vol 12, Issue 4, p492
- ISSN
1841-9836
- Publication type
Article
- DOI
10.15837/ijccc.2017.4.2918