Question

Which of the following is false about support vectors?
A) The support vectors are the subset of datapoints that determines the max-margin separator.
B) The Lagrangian multipliers corresponding to the support vectors are non-zero.
C) The support vectors are used to decide which side of the separator a test case is on.
D) The max-margin separator is a non-linear combination of the support vectors.

Answer 1

option
C) is false!!!

Answer 2

Which of the following is false about support vectors?

A) The support vectors are the subset of datapoints that determines the max-margin separator.

B) The Lagrangian multipliers corresponding to the support vectors are non-zero.

C) The support vectors are used to decide which side of the separator a test case is on.

D) The max-margin separator is a non-linear combination of the support vectors.

The correct answer is :

D) The max-margin separator is a non-linear combination of the support vectors.

Explanation :

This staement is false about support vector that the max-margin separator is a non-linear combination of the support vectors.

A vector is a quantity that has both a result and a direction. It is a vector quantity with a result as a direction component. It helps in determining the position of a point relative to each other. Better in the field of mathematics is called a quantity that describes the result as well as refers to the motion of an object or the position of an object with respect to another point or object. Such vectors are known as Euclidean vectors, geometric vectors or spatial vectors.

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