Logistic Regression, Generalized Linear Model, Machine Learning, Data Science, Statistical Learning.
Likelihood Expression for the data under the Logistic Regression Model, which is given by, Likelihood of the data where the expression inside the product is the Bernoulli density The probabilities (pi terms) involved in the above expression is given by the Logistic Regression Model as The