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Using Machine Learning to Classify <i>Capsicum</i> Genotypes Based on Agronomic Traits

Peppers from the <i>Capsicum</i> genus are highly valued worldwide for their culinary, medicinal, and nutritional uses. However, accurately classifying and developing new varieties to enhance these traits remains a challenge due to the limitations of traditional methods, which often lack precision a...

Whakaahuatanga katoa

I tiakina i:
Ngā kaituhi matua: Ana Izabella Freire, Alex Fernandes de Souza, Gustavo dos Santos Leal, Filipe Bittencourt Machado de Souza, Filipe Alves Neto Verri, Pedro Paulo Balestrassi, Anderson Paulo de Paiva, João José da Silva Júnior, Leonardo França da Silva, Fernando Henrique Silva Garcia, Guilherme Godoy Fonseca
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2026-05-01
Rangatū:Horticulturae
Ngā marau:
KNN
plant breeding
phenotyping
Random Forest
XGBoost
Urunga tuihono:https://www.mdpi.com/2311-7524/12/5/623
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