GSCtool: A Novel Descriptor that Characterizes the Genome for Applying Machine Learning in Genomics

Machine learning (ML) is one of the core driving forces for the next breeding stage, and Breeding 4.0. Genotype matrix based on single‐nucleotide polymorphisms (SNPs) is often used in ML for genome‐to‐phenotype prediction. Genotype matrix has an inherent defect, as the feature spaces it generates ac...

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Bibliographic Details
Main Authors: Zijie Shen, Enhui Shen, Qian-Hao Zhu, Longjiang Fan, Quan Zou, Chu-Yu Ye
Format: Article
Language:English
Published: Wiley 2023-12-01
Series:Advanced Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1002/aisy.202300426