VirusHound-I: prediction of viral proteins involved in the evasion of host adaptive immune response using the random forest algorithm and generative adversarial network for data augmentation.
Jorge BeltránLisandra Herrera BelénJorge G. FariasMauricio ZamoranoNicolás LefinJaviera MirandaFernanda Parraguez ContrerasPublished in: Briefings Bioinform. (2023)
Keyphrases
- random forest
- data sets
- learning algorithm
- immune response
- data analysis
- training data
- prediction accuracy
- decision tree learning algorithms
- optimization method
- test data
- prior knowledge
- benchmark datasets
- training examples
- data points
- evolutionary algorithm
- artificial neural networks
- high dimensional
- decision trees
- machine learning