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CarSite-II: an integrated classification algorithm for identifying carbonylated sites based on K-means similarity-based undersampling and synthetic minority oversampling techniques.

Yun ZuoJianyuan LinXiangxiang ZengQuan ZouXiangrong Liu
Published in: BMC bioinformatics (2021)
The related results revealed that CarSite-II achieved better performance than the currently available five programs, and revealed the usefulness of the SMOTE-KSU resampling approach and integration algorithm. For the convenience of experimental scientists, the web tool of CarSite-II is available in http://47.100.136.41:8081/.
Keyphrases
  • machine learning
  • deep learning
  • single cell
  • public health