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Robust optimization of SVM hyperparameters in the classification of bioactive compounds
BACKGROUND: Support Vector Machine has become one of the most popular machine learning tools used in virtual screening campaigns aimed at finding new drug candidates. Although it can be extremely effective in finding new potentially active compounds, its application requires the optimization of the...
Gorde:
| Argitaratua izan da: | J Cheminform |
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| Egile Nagusiak: | , , |
| Formatua: | Artigo |
| Hizkuntza: | Inglês |
| Argitaratua: |
Springer International Publishing
2015
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| Gaiak: | |
| Sarrera elektronikoa: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4534515/ https://ncbi.nlm.nih.gov/pubmed/26273325 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13321-015-0088-0 |
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