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Automated Machine Learning: A Case Study of Genomic “Image-Based” Prediction in Maize Hybrids
Machine learning methods such as multilayer perceptrons (MLP) and Convolutional Neural Networks (CNN) have emerged as promising methods for genomic prediction (GP). In this context, we assess the performance of MLP and CNN on regression and classification tasks in a case study with maize hybrids. Th...
| Autores principales: | , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8936805/ https://www.ncbi.nlm.nih.gov/pubmed/35321444 http://dx.doi.org/10.3389/fpls.2022.845524 |