Zobrazeno 1 - 10
of 35
pro vyhledávání: '"Velazco, Alejandro"'
Autor:
Flores-Velazco, Alejandro
Given a training set $P \subset \mathbb{R}^d$, the nearest-neighbor classifier assigns any query point $q \in \mathbb{R}^d$ to the class of its closest point in $P$. To answer these classification queries, some training points are more relevant than
Externí odkaz:
http://arxiv.org/abs/2203.03567
Autor:
Flores-Velazco, Alejandro
The nearest-neighbor rule is a well-known classification technique that, given a training set P of labeled points, classifies any unlabeled query point with the label of its closest point in P. The nearest-neighbor condensation problem aims to reduce
Externí odkaz:
http://arxiv.org/abs/2006.15650
Given a training set $P$ of labeled points, the nearest-neighbor rule predicts the class of an unlabeled query point as the label of its closest point in the set. To improve the time and space complexity of classification, a natural question is how t
Externí odkaz:
http://arxiv.org/abs/2002.06650
The problem of nearest-neighbor (NN) condensation aims to reduce the size of a training set of a nearest-neighbor classifier while maintaining its classification accuracy. Although many condensation techniques have been proposed, few bounds have been
Externí odkaz:
http://arxiv.org/abs/1904.12142
Publikováno v:
In Computational Geometry: Theory and Applications April 2021 95
Autor:
Villar, José, Carroli, Guillermo, Zavaleta, Nelly, Donner, Allan, Wojdyla, Daniel, Faundes, Anibal, Velazco, Alejandro, Bataglia, Vicente, Langer, Ana, Narváez, Alberto, Valladares, Eliette, Shah, Archana, Campodónico, Liana, Romero, Mariana, Reynoso, Sofia, de Pádua, Karla Simônia, Giordano, Daniel, Kublickas, Marius, Acosta, Arnaldo
Publikováno v:
BMJ: British Medical Journal, 2007 Nov . 335(7628), 1025-1029.
Externí odkaz:
https://www.jstor.org/stable/20508270
The problem of nearest-neighbor classification is a fundamental technique in machine-learning. Given a training set P of n labeled points in ℝ^d, and an approximation parameter 0 < ε ≤ 1/2, any unlabeled query point should be classified with the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::137e5d867485a9ad84e210c29f799987
Autor:
Villar, José, Valladares, Eliette, Wojdyla, Daniel, Zavaleta, Nelly, Carroli, Guillermo, Velazco, Alejandro, Shah, Archana, Campodónico, Liana, Bataglia, Vicente, Faundes, Anibal, Langer, Ana, Narváez, Alberto, Donner, Allan, Romero, Mariana, Reynoso, Sofia, Simônia de Pádua, Karla, Giordano, Daniel, Kublickas, Marius, Acosta, Arnaldo
Publikováno v:
In The Lancet 2006 367(9525):1819-1829
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