Selected article for: "model performance and RF model"
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.

    Search related documents:
    Co phrase search for related documents
    • human membrane and RF model: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10
    • human membrane protein and receptor protein: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10
    • human membrane protein and RF model: 1, 2
    • human virus and receptor protein: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • human virus and RF model: 1, 2, 3
    • human virus and sampling method: 1, 2, 3, 4, 5, 6, 7, 8
    • human virus and study limitation: 1
    • human virus receptor and receptor protein: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • human virus receptor and RF model: 1
    • human virus receptor and sampling method: 1
    • human virus receptor protein and receptor protein: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21
    • human virus receptor protein and RF model: 1
    • receptor protein and RF model: 1
    • receptor protein and study limitation: 1, 2
    • sampling method and study limitation: 1