ML Codes

It is a machine learning algorithm that is used for classification problems. It follows a sigmoid path due to its function which can be written 1/(1 e (-hypothesis)). What we going to do here is, creating a model using a logistic regression algorithm that just classifies the data between the event i.e. it is happening or not. Hence we define a threshold value that predicts the plot under 0 and 1 as 0.5 being threshold value. It is based on the concept of probability and does predictive analysis.