Research on medical small sample data classification based on SMOTE and gcForest

Research on medical small sample data classification based on SMOTE and gcForest

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Aiming at the problem of poor classification performance in traditional machine learning models caused by shallow model structure and complex data characteristics in small medical sample data, an combine multi- grained improved cascade forest (cgicForest) model was proposed.It enhances the represent...

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Bibliographic Details
Main Authors: Wenchang LIU, Yun WEI, Haoxuan YUAN, Yue GAO
Format: Article
Language:zho
Published: China InfoCom Media Group 2023-06-01
Series:物联网学报
Subjects:
medical data
small sample
SMOTE
gcForest
Online Access:http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2023.00337/

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http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2023.00337/

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