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What would be the ideal complexity of the curve which can beused for separating the two classes shown in the image below?<image 1>



(A) Linear


(B) Quadratic


(C) Cubic


(D) insufficient data to draw conclusion


Answer with the option's letter from the given choices directly. No punctuation.


A


Difficulty: Easy

Subfield: Artificial Intelligence


Explanation: For the 2D data points shown in the figure, the distribution of the data suggests that the ideal complexity of the curve used for separating the two classes is quadratic. A linear boundary would result in a large number of miss-classifications, whereas a third degree curve would not do any better than the quadratic.

Input

Input ID
62890db3-4916-400a-b9e5-814d56af6462
Created
February 13, 2024
Permission
Public