Exploring logistic regression as a classification algorithm
Logistic regression is primarily used for binary classification tasks, predicting the probability of an outcome belonging to a particular class. It utilises the logistic function to map predicted values to probabilities, facilitating decision-making in various fields like healthcare and finance. Despite its name, logistic regression is a classification algorithm, not a regression algorithm, making it…