Algorithm Linear Regression Example as House Prediction System

Linear regression algorithm is used to predict the continuous valued output from a labeled training set i.e. it is a supervised learning algorithm. It is a well-known algorithm for machine learning as well as it is well-known in Statistics. If you are new to the machine learning, do read introduction to machine learning for beginners. We are having a training set of a House prediction system. We are using features of House i.e. area, the number of bedrooms, etc. as input and its price is our output.