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acone2003
V2EX  ›  Python

请问如何计算 R 方值?

  •  
  •   acone2003 · Nov 4, 2018 · 5621 views
    This topic created in 2731 days ago, the information mentioned may be changed or developed.
    有两组数据,Real_Values 是真实值,Predict_Valus 是预测值,请问如何计算他们的 R 方值?
    4 replies    2018-11-06 09:09:00 +08:00
    skyqqcc
        1
    skyqqcc  
       Nov 4, 2018
    原谅我看不懂
    meefly
        2
    meefly  
       Nov 4, 2018
    1. 计算协方差 Cov = E[(R - mean_R)(P - mean_P)]
    2. 计算方差 Var_R , Var_P
    3. R^2 = Cov^2/abs(Var_R*Var_P) (注意是协方差的平方)
    meefly
        3
    meefly  
       Nov 4, 2018   ❤️ 1
    没看到是 python,

    from sklearn.metrics import r2_score
    r2 = r2_score(Real_Values , Predict_Values )
    acone2003
        4
    acone2003  
    OP
       Nov 6, 2018
    谢谢 meefly 大神!
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