Interview Questions: Explain logistic regression and its assumptions

ashutosh tripathi

Logistic Regression is a statistical method for classification. It models the probability of the default class (e.g. the first class) employing the use of the sigmoid function that can take any real-valued number and map it into a value between 0 and 1, which can be interpreted as a probability of the output class.