Work

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML

Year: 2025

Type: article

Source: Journal of Chemical Information and Modeling

DOI: 10.1021/acs.jcim.5c00023

Authors: Ayush Garg, Narayanan Ramamurthi, Shyam Sundar Das

Institution: Tata Consultancy Services (India)

Language: English

Topic: Imbalanced Data Classification Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDGs: Reduced inequalities, Good health and well-being

Open Access status: closed

OpenAlex ID: W4409461865

FWCI: 3.299

Cites: 48

Cited by: 8

Related to: 10