Hierarchical classification-based pan-cancer methylation analysis to classify primary cancer

Hierarchical classification-based pan-cancer methylation analysis to classify primary cancer

Abstract Hierarchical classification offers a more specific categorization of data and breaks down large classification problems into subproblems, providing improved prediction accuracy and predictive power for undefined categories, while also mitigating the impact of poor-quality data. Despite thes...

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Bibliographic Details
Main Authors: Youpeng Yang, Qiuhong Zeng, Gaotong Liu, Shiyao Zheng, Tianyang Luo, Yibin Guo, Jia Tang, Yi Huang
Format: Article
Language:English
Published: BMC 2023-12-01
Series:BMC Bioinformatics
Subjects:
Cancer
Classification
Cluster analysis
Machine learning
Online Access:https://doi.org/10.1186/s12859-023-05529-0

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