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Generative Adversarial Networks (GANs) Based Synthetic Sampling for Pbkp_redictive Modeling
ArticleAbstract: In the present report we evaluate the possible utility of the Generative Adversarial Networks (GANs)Palabras claves:Data Sparsity, Dengue Virus, Generative Adversarial Network, Machine learning, β-Secretase 1Autores:García-De La Vega J.M., Stephen Jones Barigye, Yunierkis Perez-CastilloFuentes:scopusUndersampling: case studies of flaviviral inhibitory activities
ArticleAbstract: Abstract: Imbalanced datasets, comprising of more inactive compounds relative to the active ones, arPalabras claves:Dengue Virus, Information index, Support Vector Machine, Undersampling, West nile virus, Zika VirusAutores:García-De La Vega J.M., Garit J., Stephen Jones BarigyeFuentes:scopus