Comprehensive machine learning based study of the chemical space of herbicides

Abstract Widespread use of herbicides results in the global increase in weed resistance. The rotational use of herbicides according to their modes of action (MoAs) and discovery of novel phytotoxic molecules are the two strategies used against the weed resistance. Herein, Random Forest modeling was...

Full description

Bibliographic Details
Main Authors: Davor Oršolić, Vesna Pehar, Tomislav Šmuc, Višnja Stepanić
Format: Article
Language:English
Published: Nature Publishing Group 2021-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-90690-w