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mLoc-mRNA: predicting multiple sub-cellular localization of mRNAs using random forest algorithm coupled with feature selection via elastic net.

Prabina Kumar MeherAnil RaiAtmakuri Ramakrishna Rao
Published in: BMC bioinformatics (2021)
This study presents a novel computational tool for predicting the multiple localization of mRNAs. Based on the proposed approach, an online prediction server "mLoc-mRNA" is accessible at http://cabgrid.res.in:8080/mlocmrna/ . The developed approach is believed to supplement the existing tools and techniques for the localization prediction of mRNAs.
Keyphrases
  • machine learning
  • deep learning
  • genome wide analysis
  • climate change
  • binding protein
  • neural network
  • small molecule
  • protein protein