Predictive modeling of Persian walnut (Juglans regia L.) in vitro proliferation media using machine learning approaches: a comparative study of ANN, KNN and GEP models

Abstract Background Optimizing plant tissue culture media is a complicated process, which is easily influenced by genotype, mineral nutrients, plant growth regulators (PGRs), vitamins and other factors, leading to undesirable and inefficient medium composition. Facing incidence of different physiolo...

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Bibliographic Details
Main Authors: Mohammad Sadat-Hosseini, Mohammad M. Arab, Mohammad Soltani, Maliheh Eftekhari, Amanollah Soleimani, Kourosh Vahdati
Format: Article
Language:English
Published: BMC 2022-04-01
Series:Plant Methods
Subjects:
Online Access:https://doi.org/10.1186/s13007-022-00871-5