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Predicting Antitumor Activity of Peptides by Consensus of Regression Models Trained on a Small Data Sample
Predicting antitumor activity of compounds using regression models trained on a small number of compounds with measured biological activity is an ill-posed inverse problem. Yet, it occurs very often within the academic community. To counteract, up to some extent, overfitting problems caused by a sma...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Molecular Diversity Preservation International (MDPI)
2011
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3257078/ https://www.ncbi.nlm.nih.gov/pubmed/22272081 http://dx.doi.org/10.3390/ijms12128415 |