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Application of mutual information estimation for predicting the structural stability of pentapeptides
Russian Journal of Numerical Analysis and Mathematical Modelling ( IF 0.6 ) Pub Date : 2020-10-27 , DOI: 10.1515/rnam-2020-0022
A. I. Mikhalskii 1 , I. V. Petrov 2 , V. V. Tsurko 1 , A. A. Anashkina 3 , A. N. Nekrasov 4
Affiliation  

Abstract A novel non-parametric method for mutual information estimation is presented. The method is suited for informative feature selection in classification and regression problems. Performance of the method is demonstrated on problem of stable short peptide classification.

中文翻译:

互信息估计在预测五肽结构稳定性中的应用

摘要 提出了一种新的非参数互信息估计方法。该方法适用于分类和回归问题中的信息特征选择。在稳定短肽分类问题上证明了该方法的性能。
更新日期:2020-10-27
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