Protein Family Classification using Deep LearningDownload PDF


12 Oct 2018 (modified: 12 Oct 2018)OpenReview Anonymous Preprint Blind SubmissionReaders: Everyone
  • Abstract: Protein classification is responsible for the biological sequence, we came up with an idea whichdeals with the classification of proteomics using deep learning algorithm. This algorithm focusesmainly to classify sequences of protein-vector which is used for the representation of proteomics.Selection of the type protein representation is challenging based on which output in terms ofaccuracy is depended on, The protein representation used here is n-gram i.e. 3-gram and Kerasembedding used for biological sequences like protein. In this paper we are working on the Proteinclassification to show the strength and representation of biological sequence of the proteins
  • Keywords: Protein, n-gram, Keras embedding, deep learning
  • TL;DR: Protein Family Classification using Deep Learning
0 Replies