Which of the following statement ( s ) about logistic regression is / are true?
O It learns a model for the probability distribution of the data points in each class
O The output of a linear model is transformed to the range ( 0 , 1 ) by a sigmoid function.
O The parameters are learned by optimizing the mean - squared loss.
O The loss function is optimized by using an iterative numerical algorithm.