/SCORPION

Primary LanguagePython

*: SCORPION: Stacking-based ensemble learning framework for accurate prediction of phage Virion proteins.

Step by step for training model

Dependencies

  • Python 3
  • scikit-learn
  • xgboost
  • mlxtend

Prediction step-by-step:

Step 1

Use "createpssm.py" file to generate pssm file from full FASTA file

Step 2

Use main.py to train stacked model and extract probality features

Step 3

Use "independent.py" to test the indpendent data:

Citation

Please cite our paper as: