Application of Genetic Algorithm-Based Support Vector Machine in Identification of Gene Expression Signatures for Psoriasis Classification: A Hybrid Model.

Leili Tapak Saeid Afshar Mahlagha Afrasiabi Mohammad Kazem Ghasemi Pedram Alirezaei

Published in: BioMed research international (2021)

The results showed that the genetic algorithm improved the SVM classifier performance significantly implying the ability of the proposed model in terms of detecting relevant gene expression signatures as the best features.

Keyphrases

gene expression
deep learning
genome wide
machine learning
dna methylation
copy number
neural network