logit-n-probit

logistic VS logit

先上两幅logistic和logit的图

  • logistic function
    sigmoid(x) = 1/(1+e^-x)

  • logit function
    logit(x) = log(x/1-x)

  • logit和logistic的关系
    logit和logistic互为反函数,如下: