Question

The following graph represents:

• A. Linear Regression
• B. Multi-Linear Regression
• C. Classification
• D. Correlation

Hint:

One input: Linear Regression. Multiple inputs: Multiple Linear Regression.

Answer 1

The Correct Option is B

The graph illustrates a 3D plane depicting the relationship between revenue, year, and varying revenue ranges.
A model that predicts an outcome using more than one independent variable is termed Multiple Linear Regression.
In this visualization, revenue is influenced by the year and potentially other factors represented by distinct ranges.
While Linear Regression typically uses a single predictor, the presence of multiple predictors classifies it as multiple linear.
Classification is not applicable as the target variable (revenue) is continuous.
Correlation assesses the strength of a relationship but does not involve predicting values from multiple inputs.
Consequently, this graph accurately represents Multiple Linear Regression.