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

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...

Полное описание

Библиографические подробности
Главные авторы:	Camacho, Francy Liliana, Torres-Sáez, Rodrigo, Ramos-Pollán, Raúl
Формат:	Online
Язык:	eng
Опубликовано:	Universidad Pedagógica y Tecnológica de Colombia 2016
Предметы:	antimicrobial peptides learning curves machine learning statistical stability support vector regression
Online-ссылка:	https://revistas.uptc.edu.co/index.php/ingenieria/article/view/5834

Схожие документы

Machine learning methods in prospective studies after an example of financing innovation in Colombia
по: Padilla-Ospina, Ana Milena, и др.
Опубликовано: (2020)

Solar Radiation Prediction on Photovoltaic Systems Using Machine Learning Techniques
по: Ordoñez-Palacios, Luis Eduardo, и др.
Опубликовано: (2020)

Use of Near Infrared Spectroscopy for the Determination of Organic Matter and Total Nitrogen of Soils
по: Ortega Monsalve, Manuela, и др.
Опубликовано: (2023)

Detection of Homicide Trends in Colombia Using Machine Learning
по: Ordoñez-Eraso, Hugo Armando, и др.
Опубликовано: (2019)

Machine learning algorithms for prediction of physicochemical soil properties by spectral information: a systematic review
по: Vargas-Zapata, Mateo, и др.
Опубликовано: (2022)

Fractographic classification in metallic materials by using 3D processing and computer vision techniques
по: Bastidas-Rodríguez, Maria Ximena, и др.
Опубликовано: (2016)

Comparison of Kernel Functions in the Classification of Irradiance Zones from Multispectral Satellite Images
по: Pachajoa, Dalila-Mercedes, и др.
Опубликовано: (2021)

Dual silent communication system development based on subvocal speech and Raspberry Pi
по: Ramírez-Corzo, José Daniel, и др.
Опубликовано: (2016)

Machine Learning Applied to Gender Violence: A Systematic Mapping Study
по: Pinto-Muñoz, Cristian-Camilo, и др.
Опубликовано: (2023)

Comparison Between Machine Learning Models for Yield Forecast in Cocoa Crops in Santander, Colombia
по: Lamos-Díaz, Henry, и др.
Опубликовано: (2020)

Driver-Assistant System Using Computer Vision and Machine Learning
по: Valencia-Payan, Cristian, и др.
Опубликовано: (2020)

Automatic Identification of Transformation in the Colombian Tropical Dry Forest Using GMM and UBM-GMM
по: Rendón-Hurtado, Néstor David, и др.
Опубликовано: (2020)

The learning curve and its contribution to the human talent performance in organizations: a theoretical review
по: Cardona-Arbeláez, Diego Alonso, и др.
Опубликовано: (2019)

Hacia una cultura estadística : aprendizaje de las medidas de dispersión en un contexto rural
по: Rojas Ortigoza, Alba Bibiana
Опубликовано: (2024)

Data analysis of thefts in the city of Medellin from a descriptive approach
по: Maestre-Gongora, Gina, и др.
Опубликовано: (2023)

Relationship between the Consumer Price Index and the Producer Price Index for Six South American Countries
по: Cerquera Losada, Oscar Hernán, и др.
Опубликовано: (2018)

Práctica con proyección empresarial en el Programa de Enfermedades Transmitidas por Vectores de la Secretaría de Salud de Boyacá
по: Martínez Quiñones, María Fernanda
Опубликовано: (2024)

A linear programming model for the parallel non-related machines problem, in the drying area of a chilean sawmill
по: Cifuentes, Nayaret, и др.
Опубликовано: (2017)

Threat assessment caused by mass removal in Jericó (Boyacá), during the winter of 2011
по: Abril-González, Nebardo Arturo, и др.
Опубликовано: (2017)

Ecuador: economics and politics of citizen revolution, preliminary assessment
по: Arevalo Luna, Guillermo Alexander
Опубликовано: (2014)

Peer support in small group EFL writing tasks
по: Guerra Lyons, Jesús David
Опубликовано: (2016)

Interpretability in the Field of Plant Disease Detection: A Review
по: Leal-Lara, Daniel-David, и др.
Опубликовано: (2021)

Modeling of topics applied to the analysis of the paper of automatic learning in systemic revisions
по: Grisales-Aguirre, Andrés Mauricio, и др.
Опубликовано: (2022)

Science Fiction and Religion: A parallel between The Time Machine and Perelandra
по: Araújo, Naiara Sales, и др.
Опубликовано: (2020)

Simulation of a grid network with virtual machines to create a learning environment of high performance computing
по: Millán-Rojas, Edwin Eduardo, и др.
Опубликовано: (2016)

Small deep hole drilling electro discharge machining process optimization using Taguchi method
по: Jiménez-Chavarro, Guillermo, и др.
Опубликовано: (2016)

Guidelines for the Development of Practices with Experimental Subjects in the Laboratory of Learning and Animal Behavior
по: Paguay Escobar, Omaira Concepción ; Universidad Pedagógica y Tecnológica de Colombia
Опубликовано: (2021)

Classification of Driver Behavior in Horizontal Curves of Two-Lane Rural Roads
по: Rosas-López, Cristian-David, и др.
Опубликовано: (2021)

Learning the assessment protocol through the framework of teaching for understanding
по: Cifuentes-Garzón, José Eduardo
Опубликовано: (2021)

SOPHIA: System for Ophthalmic Image Acquisition, Transmission, and Intelligent Analysis
по: Perdomo-Charry, Oscar Julián, и др.
Опубликовано: (2020)

Synchronous and asynchronous tools use evaluation in the agricultural sciences traning processes
по: Páez-Barón, Edwin Manuel, и др.
Опубликовано: (2016)

Teaching-Learning in mathematics and statistics during COVID-19. Universidad de los Llanos, Colombia
по: Guerrero, Sara Cristina, и др.
Опубликовано: (2021)

The pedagogical practice of the nursing care teacher: from behaviorism to constructivism
по: Moreno, Claudia María, и др.
Опубликовано: (2020)

Electrochemical Treatment of Water Polluted with β-Lactam Antibiotics.
по: Giraldo Aguirre, A. L., и др.
Опубликовано: (2016)

Assessment, didactics, and architecture education: a hermeneutics experience
по: Ocampo Hurtado, Juan Gabriel
Опубликовано: (2014)

Assessment of the teaching performance favors to creativity in a sample of Colombian public and private educational institutions
по: Klimenko, Olena, и др.
Опубликовано: (2023)

Impact of Financial Threat on the Change of Investor Behavior: The Moderating Effect of Social Support During Covid-19 in Pakistan
по: Mehdi, Hussain, и др.
Опубликовано: (2021)

Reflections on the assessment of graphic design teaching in the university
по: García Pacheco, Nancy Patricia
Опубликовано: (2014)

Relationship between the consumer price index and the producer price index for six south american countries
по: Cerquera Losada, Oscar Hernán, и др.
Опубликовано: (2019)

Difficulties in sensory integration, affectivity, and behavior among students from a public school
по: Erazo, Oscar Armando
Опубликовано: (2018)