Assessing the behavior of machine learning methods to predict the activity of antimicrobial peptides

This study demonstrates the importance of obtaining statistically stable results when using machine learning methods to predict the activity of antimicrobial peptides, due to the cost and complexity of the chemical processes involved in cases where datasets are particularly small (less than a few hu...

पूर्ण विवरण

ग्रंथसूची विवरण

मुख्य लेखकों:	Camacho, Francy Liliana, Torres-Sáez, Rodrigo, Ramos-Pollán, Raúl
स्वरूप:	Online
भाषा:	eng
प्रकाशित:	Universidad Pedagógica y Tecnológica de Colombia 2016
विषय:	antimicrobial peptides learning curves machine learning statistical stability support vector regression
ऑनलाइन पहुंच:	https://revistas.uptc.edu.co/index.php/ingenieria/article/view/5834