Following is the table of pairwise Euclidean distances between 5 data points a b c d e a 0 b 9 0 c 3 7 0 d 6 5 9 0 e 11 10 2 8 0 Assuming we are using single-linkage ( min distance ) for hierarchical clustering. The order in which the clusters will be formed is: Group of answer choices a. Points b and d are merged first to form cluster {b, d}.Then point a is incorporated into cluster {b, d}. Then points c and e are merged into {c, e}. Finally, clusters {b, d, a} and {c, e} are merged. b. Points c and e are merged first to form cluster {c, e}.Then point b is incorporated into cluster {c, e}. Then points a and d are merged into {a, d}. Finally, clusters {c, e, b} and {a, d} are merged. c. Points c and e are merged first to form cluster {c, e}.Then point a is incorporated into cluster {c, e}. Then points b and d are merged into {b, d}. Finally, clusters {c, e, a} and {b, d} are merged. d. Points b and d are merged first to form cluster {b, d}.Then point c is incorporated into cluster {b, d}. Then points a and e are merged into {a, e}. Finally, clusters {b, d, c} and {a, e} are merged.
Following is the table of pairwise Euclidean distances between 5 data points a b c d e a 0 b 9 0 c 3 7 0 d 6 5 9 0 e 11 10 2 8 0 Assuming we are using single-linkage ( min distance ) for hierarchical clustering. The order in which the clusters will be formed is: Group of answer choices a. Points b and d are merged first to form cluster {b, d}.Then point a is incorporated into cluster {b, d}. Then points c and e are merged into {c, e}. Finally, clusters {b, d, a} and {c, e} are merged. b. Points c and e are merged first to form cluster {c, e}.Then point b is incorporated into cluster {c, e}. Then points a and d are merged into {a, d}. Finally, clusters {c, e, b} and {a, d} are merged. c. Points c and e are merged first to form cluster {c, e}.Then point a is incorporated into cluster {c, e}. Then points b and d are merged into {b, d}. Finally, clusters {c, e, a} and {b, d} are merged. d. Points b and d are merged first to form cluster {b, d}.Then point c is incorporated into cluster {b, d}. Then points a and e are merged into {a, e}. Finally, clusters {b, d, c} and {a, e} are merged.
Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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Question
Following is the table of pairwise Euclidean distances between 5 data points
a | b | c | d | e | |
a | 0 | ||||
b | 9 | 0 | |||
c | 3 | 7 | 0 | ||
d | 6 | 5 | 9 | 0 | |
e | 11 | 10 | 2 | 8 | 0 |
Assuming we are using single-linkage ( min distance ) for hierarchical clustering.
The order in which the clusters will be formed is:
Group of answer choices
a. Points b and d are merged first to form cluster {b, d}.Then point a is incorporated into cluster {b, d}. Then points c and e are merged into {c, e}. Finally, clusters {b, d, a} and {c, e} are merged.
b. Points c and e are merged first to form cluster {c, e}.Then point b is incorporated into cluster {c, e}. Then points a and d are merged into {a, d}. Finally, clusters {c, e, b} and {a, d} are merged.
c. Points c and e are merged first to form cluster {c, e}.Then point a is incorporated into cluster {c, e}. Then points b and d are merged into {b, d}. Finally, clusters {c, e, a} and {b, d} are merged.
d. Points b and d are merged first to form cluster {b, d}.Then point c is incorporated into cluster {b, d}. Then points a and e are merged into {a, e}. Finally, clusters {b, d, c} and {a, e} are merged.
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