Author: Zheng Zhang; Sifan Ye; Aiping Wu; Taijiao Jiang; Yousong Peng
Title: Prediction of receptorome for human-infecting virome Document date: 2020_2_28
ID: 9ruhvpbv_49
Snippet: There are some limitations to this study. Firstly, the number of human virus receptor proteins was much less than that of human membrane proteins in the modeling, which may hinder accurate modeling. The under-sampling method was used to deal with the imbalance problem. Secondly, the performance of the RF model was modest in discriminating the human virus receptor proteins from human membrane proteins......
Document: There are some limitations to this study. Firstly, the number of human virus receptor proteins was much less than that of human membrane proteins in the modeling, which may hinder accurate modeling. The under-sampling method was used to deal with the imbalance problem. Secondly, the performance of the RF model was modest in discriminating the human virus receptor proteins from human membrane proteins.
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