Random forest classification for predicting lifespan-extending chemical compounds

Abstract Ageing is a major risk factor for many conditions including cancer, cardiovascular and neurodegenerative diseases. Pharmaceutical interventions that slow down ageing and delay the onset of age-related diseases are a growing research area. The aim of this study was to build a machine learnin...

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Bibliographic Details
Main Authors: Sofia Kapsiani, Brendan J. Howlin
Format: Article
Language:English
Published: Nature Publishing Group 2021-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-93070-6