Protocol to identify functional doppelgängers and verify biomedical gene expression data using doppelgangerIdentifier

Functional doppelgängers (FDs) are independently derived sample pairs that confound machine learning model (ML) performance when assorted across training and validation sets. Here, we detail the use of doppelgangerIdentifier (DI), providing software installation, data preparation, doppelgänger ident...

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Bibliographic Details
Main Authors: Wang, Li Rong, Fan, Xiuyi, Goh, Wilson Wen Bin
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2023
Subjects:
Online Access:https://hdl.handle.net/10356/164598