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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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| Main Authors: | , , |
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| Format: | Artigo |
| Language: | Inglês |
| Published: |
2014
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| Subjects: | |
| Online Access: | 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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