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...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন

প্রধান লেখক:	Camacho, Francy Liliana, Torres-Sáez, Rodrigo, Ramos-Pollán, Raúl
বিন্যাস:	Online
ভাষা:	eng
প্রকাশিত:	Universidad Pedagógica y Tecnológica de Colombia 2016
বিষয়গুলি:	antimicrobial peptides learning curves machine learning statistical stability support vector regression
অনলাইন ব্যবহার করুন:	https://revistas.uptc.edu.co/index.php/ingenieria/article/view/5834