
Distance Based Linkage Methods Quiz
Authored by M. GOVINDARAJ CDOE
Computers
University

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12 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
1) In single linkage, the distance between two clusters is defined as
A. The maximum distance between any pair of points from the two clusters
B. The minimum distance between any pair of points from the two clusters
C. The average distance between all pairs of points from the two clusters
D. The distance between the centroids of the two clusters
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
2) In complete linkage, the distance between two clusters is defined as:
A. The maximum distance between any pair of points from the two clusters
B. The minimum distance between any pair of points from the two clusters
C. The average distance between all pairs of points from the two clusters
D. The distance between the centroids of the two clusters
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
3) Average linkage is also known as:
A. Single-linkage
B. Complete-linkage
C. Group average linkage
D. Ward's method
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
4) The method that uses the average distance between all pairs of points from two clusters is known as:
A. Single-linkage
B. Complete-linkage
C. Average linkage
D. Centroid linkage
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
5) Which of the following methods is most sensitive to outliers?
A. Single-linkage
B. Complete-linkage
C. Average linkage
D. Ward's method
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
6) In hierarchical clustering, which linkage method tends to create elongated clusters?
A. Single-linkage
B. Complete-linkage
C. Average linkage
D. Ward's method
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
7) Which clustering method is known for minimizing the maximum distance between clusters?
A. Single-linkage
B. Complete-linkage
C. Average linkage
D. Centroid linkage
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