MACHINE LEARNING

Detailed explanation-1: -Q10. To test linear relationship of y(dependent) and x(independent) continuous variables, which of the following plot best suited? To test the linear relationship between continuous variables Scatter plot is a good option.

Detailed explanation-2: -Scatterplots are also known as scattergrams and scatter charts. The pattern of dots on a scatterplot allows you to determine whether a relationship or correlation exists between two continuous variables. If a relationship exists, the scatterplot indicates its direction and whether it is a linear or curved relationship.

Detailed explanation-3: -Scatterplots are used to visually assess the relationship between two numeric variables. Typically, the explanatory variable is placed on the X axis and the dependent variable is placed on the Y axis. The creation of a scatterplot is an essential first step before a correlation or regression analysis is conducted.