GBSVM: Granular-ball Support Vector Machine

GBSVM (Granular-ball Support Vector Machine) is a significant attempt to construct a classifier using the coarse-to-fine granularity of a granular-ball as input, rather than a single data point. It is the first classifier whose input contains no points. However, the existing model has some errors, a...

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Veröffentlicht in:	arXiv.org 2024-02
Hauptverfasser:	Xia, Shuyin, Lian, Xiaoyu, Wang, Guoyin, Gao, Xinbo, Chen, Jiancu, Peng, Xiaoli
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classifiers Data points Errors Machine learning Particle swarm optimization Support vector machines
Online-Zugang:	Volltext
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