Tag: Binder

MHC2Pred – SVM based method for MHC class II Binders Prediction

MHC2Pred

:: DESCRIPTION

The MHC2Pred is an SVM based method for prediction of promiscuous MHC class II binding peptides.The average accuracy of SVM based method for 42 alleles is ~80%. The performence of the method was poorer for few allele due to smaller size of dataset. The performence of the method was tested through 5-fold cross-validation.

::DEVELOPER

MHC2Pred Team

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Web Browser

:: DOWNLOAD

  NO

:: MORE INFORMATION

Citation

Methods Mol Biol. 2007;409:201-15.
Application of machine learning techniques in predicting MHC binders.
Lata S, Bhasin M, Raghava GP.

MMBPred – Predict Mutated MHC Binders

MMBPred

:: DESCRIPTION

 MMBPred is a server of prediction of of MHC class I binders which can bind to wide range of MHC alleles with high affinity. This server has potential to develop sub-unit vaccine for large population

::DEVELOPER

 MMBPred Team

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Web Browser

:: DOWNLOAD

  NO

:: MORE INFORMATION

Citation

Bhasin,M. and Raghava, G.P.S. (2003)
Prediction of promiscuous and high-affinity mutated MHC binders.
Hybrid Hybridomics.22(4),229-34.