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Two-Dimensional Solution Surface for Weighted Support Vector Machines

The support vector machine (SVM) is a popular learning method for binary classification. Standard SVMs treat all the data points equally, but in some practical problems it is more natural to assign different weights to observations from different classes. This leads to a broader class of learning, t...

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Bibliografische gegevens
Hoofdauteurs: Shin, Seung Jun, Wu, Yichao, Zhang, Hao Helen
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2014
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4060833/
https://ncbi.nlm.nih.gov/pubmed/24955001
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2012.761139
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