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SPOT-1D-Single: improving the single-sequence-based prediction of protein secondary structure, backbone angles, solvent accessibility and half-sphere exposures using a large training set and ensembled deep learning.

Jaspreet SinghThomas LitfinKuldip PaliwalJaswinder SinghAnil Kumar HanumanthappaYaoqi Zhou
Published in: Bioinform. (2021)
Keyphrases
  • deep learning
  • training set
  • prediction accuracy
  • data analysis
  • feature selection
  • natural language processing
  • statistical analysis
  • secondary structure