GATE DS&AI 2024 | Question: 43

Question

Consider the following figures representing datasets consisting of two-dimensional features with two classes denoted by circles and squares.

Which of the following is/are TRUE?

• A. $\text{(i)}$ is linearly separable.
• B. $\text{(ii)}$ is linearly separable.
• C. $\text{(iii)}$ is linearly separable.
• D. $\text{(iv)}$ is linearly separable.

Comments

i and iv are linearly separable because you can draw a line to separate the data points of both the classes.

Answer 1

A

D