- Logistic regression is a special link in GLM
-Logistic regression can be used in machine learning as activation function 
-The  inverse-logit function is sometimes called as expit function 

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If P is the probability, the P/(1-P) is the corresponding odds. Log-odds is the logarithm of the odds.
Log-odds is also called as Logit function, its formula is log[p/(1-p)].

Log-odds: Statistics

McElreath, R. (2020). Statistical Rethinking: A Bayesian Course with Examples in R and STAN (2nd ed.). Chapman and Hall/CRC.

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