Protein Contact Map Prediction Based on an Ensemble Learning Method


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  • Author:  Habibi  N.K. Saraee  M.H. Dept. of Electr. & Comput. Eng. Isfahan  Univ. of Technol. Isfahan  Isfahan;  

  • Abstract:  Abstract Contact map is the simplified, 2D representation of protein spatial structure. Contact map prediction is an intermediate step to predict protein 3D structure. Ensemble learning-based model is a collection of learners that is more accurate than a single learner. In this paper we propose an ensemble learning method for contact map prediction. Results show that a considerable performance improvement is attainable using this approach instead of using a single model.

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