A Greedy Method for Constructing Minimal Multiconlitron

A Greedy Method for Constructing Minimal Multiconlitron

Multiconlitron is a general theoretical framework for constructing piecewise linear classifier. However, it contains a relatively large number of linear functions, resulting in complicated model structure and poor generalization ability. Learning to prune redundant or excessive components may be a v...

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Bibliographic Details
Main Authors: Q. Leng, Y. Liu, X. Zhao, L. Zhang, Y. Qin
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Greedy method
model simplification
multiconlitron
piecewise linear classifier
support vector machine
Online Access:https://ieeexplore.ieee.org/document/8922614/

Internet

https://ieeexplore.ieee.org/document/8922614/

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