logistic regression

 

Logistic Regression is a Machine Learning algorithm that is used for classification problems, it is a predictive analysis algorithm and based on the concept of probability

Cost Function

 cost function represents an optimization objective i.e. we create a cost function and minimize it so that we can develop an accurate model with minimum error.

Sigmoid Function in Matplotlib 

Logic behind Logistic Regression

LOGISTIC REGRESSION

y =