GARS: Genetic Algorithm for the identification of a Robust Subset of features in high-dimensional datasets.

Mattia ChiesaGiada MaioliGualtiero I ColomboLuca Piacentini

Published in: BMC bioinformatics (2020)

GARS proved to be a suitable tool for performing feature selection on high-dimensional data. Therefore, GARS could be adopted when standard feature selection approaches do not provide satisfactory results or when there is a huge amount of data to be analyzed.

Keyphrases

machine learning
deep learning
electronic health record
big data
neural network
genome wide
data analysis
dna methylation