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pro vyhledávání: '"Nettleton, P. A."'
We establish stability of random forests under the mild condition that the squared response ($Y^2$) does not have a heavy tail. In particular, our analysis holds for the practical version of random forests that is implemented in popular packages like
Externí odkaz:
http://arxiv.org/abs/2310.18814
Autor:
Alvaro Barrera, Daniel Freeman, Thomas Kabir, Felicity Waite, Louise Isham, Poppy Brown, Pauline Dixon, David Ariel Sher, Maurice Arbuthnott, Suzie Nettleton, Joanna May, Sarah Reeve
Publikováno v:
BMJ Mental Health, Vol 27, Iss 1 (2024)
Background A persecutory delusion (severe paranoia) occurs when a person believes that others are trying to harm them when they are not. It is often a central difficulty for patients diagnosed with schizophrenia.Objective The objective is to identify
Externí odkaz:
https://doaj.org/article/91c6dd4995fc4f79b58b86d653011342
Autor:
Abbey Palmer, Phillip Warsaw, Aaron McKim, R. Bud McKendree, Maezie Nettleton, Tiffany Marzolino, Haley Brasier
Publikováno v:
Journal of Agriculture, Food Systems, and Community Development, Vol 14, Iss 1 (2024)
Farm-to-school programs have many documented benefits but are typically centered around school gardens or local food procurement, which can be a limitation for schools. Land-based learning takes a student-centric approach to agricultural education, a
Externí odkaz:
https://doaj.org/article/3bac4958a1884e308e03c8cbc095de0c
Autor:
Johnstone, Chancellor, Nettleton, Dan
The COVID-19 pandemic was responsible for the cancellation of both the men's and women's 2020 National Collegiate Athletic Association (NCAA) Division 1 basketball tournaments. Starting from the point at which the Division 1 tournaments and any unfin
Externí odkaz:
http://arxiv.org/abs/2208.08598
This paper describes an application, called Medici, designed to produce synthetic data for social network graphs, which can be used for analysis, hypothesis testing and application development by researchers and practitioners in the field. It builds
Externí odkaz:
http://arxiv.org/abs/2101.01956
Autor:
Khaki, Saeed, Nettleton, Dan
Neural networks are among the most powerful nonlinear models used to address supervised learning problems. Similar to most machine learning algorithms, neural networks produce point predictions and do not provide any prediction interval which include
Externí odkaz:
http://arxiv.org/abs/2006.16941
Autor:
Nettleton, David F., Katsantonis, Dimitrios, Kalaitzidis, Argyris, Sarafijanovic-Djukic, Natasa, Puigdollers, Pau, Confalonieri, Roberto
Publikováno v:
BMC Bioinformatics volume 20, Article number: 514 (2019)
Rice is the second most important cereal crop worldwide, and the first in terms of number of people who depend on it as a major staple food. Rice blast disease is the most important biotic constraint of rice cultivation causing each year millions of
Externí odkaz:
http://arxiv.org/abs/2004.01602
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