MCQ IN COMPUTER SCIENCE & ENGINEERING

Detailed explanation-1: -Regression analysis is a fundamental concept in the field of machine learning. It falls under supervised learning wherein the algorithm is trained with both input features and output labels. It helps in establishing a relationship among the variables by estimating how one variable affects the other.

Detailed explanation-2: -Regression is another type of supervised learning method that uses an algorithm to understand the relationship between dependent and independent variables. Regression models are helpful for predicting numerical values based on different data points, such as sales revenue projections for a given business.

Detailed explanation-3: -Alongside classification, regression is one of the main applications of the supervised type of machine learning. Classification is the categorisation of objects based on learned features, whereas regression is the forecasting of continuous outcomes.

Detailed explanation-4: -Predicting prices of a house given the features of house like size, price etc is one of the common examples of Regression. It is a supervised technique.