Work

Response surface-driven hyperparameter optimization for XGBoost

Year: 2025

Type: article

Source: The Journal of Supercomputing

DOI: 10.1007/s11227-025-07600-4

Authors: Jair Vasquez-Ramos, María Guadalupe Ruiz-Sandoval, Diego Oliva, Oscar Ramos-Soto, Jorge Ramos-Frutos, Marwa Sharawi, Marco Pérez-Cisneros

Institutions: National University of Engineering, Tecnológico Nacional de México, Technological Institute of Jiquilpan, Universidad de Guadalajara, Centro de Innovación Aplicada en Tecnologías Competitivas, American University of Kuwait

Language: English

Topic: Machine Learning and Data Classification

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: closed

OpenAlex ID: W4412092116

FWCI: 1.741

Cites: 39

Cited by: 7

Related to: 10