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of 5 489
pro vyhledávání: '"D, Richard"'
Global variable importance measures are commonly used to interpret machine learning model results. Local variable importance techniques assess how variables contribute to individual observations rather than the entire dataset. Current methods typical
Externí odkaz:
http://arxiv.org/abs/2411.08821
Autor:
Xinchun Gu, Utkarsh Agrawal, William Midgley, Stuart Bedston, Sneha N. Anand, Rosalind Goudie, Rachel Byford, Mark Joy, Gavin Jamie, Uy Hoang, Jose M. Ordóñez-Mena, Chris Robertson, F. D. Richard Hobbs, Ashley Akbari, Aziz Sheikh, Simon de Lusignan
Publikováno v:
npj Vaccines, Vol 9, Iss 1, Pp 1-9 (2024)
Abstract Vaccines against COVID-19 and influenza can reduce the adverse outcomes caused by infections during pregnancy, but vaccine uptake among pregnant women has been suboptimal. We examined the COVID-19 and influenza vaccine uptake and disparities
Externí odkaz:
https://doaj.org/article/a47ce09c29e349398e752a12f8c59824
Autor:
Kelvyn Bladen, D. Richard Cutler
Publikováno v:
Electronic Research Archive, Vol 32, Iss 7, Pp 4495-4514 (2024)
Permutation techniques have been used extensively in machine learning algorithms for evaluating variable importance. In ordinary regression, however, variables are often removed to gauge their importance. In this paper, we compared the results for pe
Externí odkaz:
https://doaj.org/article/c8e557e7ede943be99dbc1d8a1f2a560
Publikováno v:
Conservation Science and Practice, Vol 6, Iss 10, Pp n/a-n/a (2024)
Abstract In response to biodiversity declines worldwide, over 190 nations committed to protect 30% of their lands and waters by 2030 (hereafter, 30×30). Systematic conservation planning and return on investment analysis can be helpful tools for dete
Externí odkaz:
https://doaj.org/article/8ea89199565b49daa516e7f3d20467a1
Autor:
Carter Patrice, Fuat Ahmet, Haas Sylvia, Smyth Elizabeth, Brotons Carlos, Cools Frank, Bauersachs Rupert, Hobbs F. D. Richard
Publikováno v:
BMC Primary Care, Vol 25, Iss 1, Pp 1-10 (2024)
Abstract Background Direct oral anticoagulants for the treatment of venous thromboembolism are supported by robust clinical trial evidence. Despite published guidance, general practitioners are faced with increasingly complex decisions and implementa
Externí odkaz:
https://doaj.org/article/631f23b0bb5f42a78a58e2dfce97e34a
Autor:
David Herrera, Mariano Sanz, Lior Shapira, Carlos Brotons, Iain Chapple, Thomas Frese, Filippo Graziani, F. D. Richard Hobbs, Olivier Huck, Eva Hummers, Søren Jepsen, Oleg Kravtchenko, Phoebus Madianos, Ana Molina, Mehmet Ungan, Josep Vilaseca, Adam Windak, Shlomo Vinker
Publikováno v:
European Journal of General Practice, Vol 30, Iss 1 (2024)
AbstractBackground Periodontitis is a chronic inflammatory non-communicable disease (NCD) characterised by the destruction of the tooth-supporting apparatus (periodontium), including alveolar bone, the presence of periodontal pockets, and bleeding on
Externí odkaz:
https://doaj.org/article/f9dcf5420f91495fbdff587fd5e88cc7