SVM radial kernel equation












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Lets say i have two independent variables (P and Q) and a binary variable C. i use logistic regression to calculate individual coefficients of P and Q (m,n) plus a constant( b). The equation of generalised linear model will be (mP + nQ + b). I can now use this equation to calculate probabilities. Similarly, if I use support vector, how to get this kind of generalised linear model equation? I have used scikit in Python and also R, all i get is total number of support vectors and their values and value for (alpha (i) x X(i)) and rho(constant term).










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    $begingroup$


    Lets say i have two independent variables (P and Q) and a binary variable C. i use logistic regression to calculate individual coefficients of P and Q (m,n) plus a constant( b). The equation of generalised linear model will be (mP + nQ + b). I can now use this equation to calculate probabilities. Similarly, if I use support vector, how to get this kind of generalised linear model equation? I have used scikit in Python and also R, all i get is total number of support vectors and their values and value for (alpha (i) x X(i)) and rho(constant term).










    share|improve this question







    New contributor




    Alejandro is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
    Check out our Code of Conduct.







    $endgroup$















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      $begingroup$


      Lets say i have two independent variables (P and Q) and a binary variable C. i use logistic regression to calculate individual coefficients of P and Q (m,n) plus a constant( b). The equation of generalised linear model will be (mP + nQ + b). I can now use this equation to calculate probabilities. Similarly, if I use support vector, how to get this kind of generalised linear model equation? I have used scikit in Python and also R, all i get is total number of support vectors and their values and value for (alpha (i) x X(i)) and rho(constant term).










      share|improve this question







      New contributor




      Alejandro is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.







      $endgroup$




      Lets say i have two independent variables (P and Q) and a binary variable C. i use logistic regression to calculate individual coefficients of P and Q (m,n) plus a constant( b). The equation of generalised linear model will be (mP + nQ + b). I can now use this equation to calculate probabilities. Similarly, if I use support vector, how to get this kind of generalised linear model equation? I have used scikit in Python and also R, all i get is total number of support vectors and their values and value for (alpha (i) x X(i)) and rho(constant term).







      predictive-modeling svm data-science-model kernel






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      Alejandro is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.











      share|improve this question







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      Alejandro is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.









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      asked 11 mins ago









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