Which statement is true about clustering methods? a. Fuzzy-C means is a clusteri

Question

Which statement is true about clustering methods?

a. Fuzzy-C means is a clustering method based on an iterative methodology that assigns a set of discrete (Boolean) class membership values on the basis of the distance in feature space between a feature vector and each class centroid.

b.Fuzzy-C means is a clustering method based on an iterative methodology that assigns a set of continuously valued class memberships on the basis of the distance in feature space between a feature vector and each class centroid.

c. Fuzzy-C means is a clustering method based on a single-iteration method that assigns a set of discrete (Boolean) class membership values on the basis of the distance in feature space between a feature vector and each class centroid.

d. Fuzzy-C means is a clustering method based on a single-iteration method that assigns a set of continuously valued class memberships on the basis of the distance in feature space between a feature vector and each class centroid.

e. None of the above is true.

Explanation / Answer

Correct answer is,

A) Fuzzy-C means is a clustering method based on an iterative methodology that assigns a set of discrete (Boolean) class membership values on the basis of the distance in feature space between a feature vector and each class centroid.

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