A new encoding technique for peptide classification

@article{Nanni2011ANE,
  title={A new encoding technique for peptide classification},
  author={Loris Nanni and Alessandra Lumini},
  journal={Expert Syst. Appl.},
  year={2011},
  volume={38},
  pages={3185-3191}
}
Research on peptide classification problems has focused mainly on the study of different encodings and the application of several classification algorithms to achieve improved prediction accuracies. The main drawback of the literature is the lack of an extensive comparison among the available encoding methods on a wide range of classification problems. This paper addresses the fundamental issue of which peptide encoding promises the best results for machine learning classifiers. Two novel… CONTINUE READING