Improved Multiclassification of Schizophrenia Based on Xgboost and Information Fusion for Small Datasets

To improve the performance in multiclass classification for small datasets, a new approach for schizophrenic classification is proposed in the present study. Firstly, the Xgboost classifier is introduced to discriminate the two subtypes of schizophrenia from health controls by analyzing the function...

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Detalles Bibliográficos
Autores principales: Zhu, Wenjing, Shen, Shoufeng, Zhang, Zhijun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9325343/
https://www.ncbi.nlm.nih.gov/pubmed/35903435
http://dx.doi.org/10.1155/2022/1581958

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9325343/
https://www.ncbi.nlm.nih.gov/pubmed/35903435
http://dx.doi.org/10.1155/2022/1581958

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