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Machine learning models outperform deep learning models, provide interpretation and facilitate feature selection for soybean trait prediction
Recent growth in crop genomic and trait data have opened opportunities for the application of novel approaches to accelerate crop improvement. Machine learning and deep learning are at the forefront of prediction-based data analysis. However, few approaches for genotype to phenotype prediction compa...
| Autores principales: | , , , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8991976/ https://www.ncbi.nlm.nih.gov/pubmed/35395721 http://dx.doi.org/10.1186/s12870-022-03559-z |