Table 5 Intersection of clusters across the different clustering algorithms, each column represent the cluster number. Intersections (Combi variable) are ordered by backwards cardinality
From: Analysis of the cryptocurrency market using different prototype-based clustering techniques
Intersection (Combi) | Kmeans | Hist-DAWass | TADPole | N |
|---|---|---|---|---|
1 | 2 | 3 | 3 | 295 |
2 | 2 | 3 | 2 | 294 |
3 | 3 | 3 | 3 | 208 |
4 | 3 | 3 | 2 | 196 |
5 | 3 | 1 | 3 | 166 |
6 | 3 | 1 | 2 | 148 |
7 | 2 | 1 | 2 | 97 |
8 | 2 | 1 | 3 | 78 |
9 | 2 | 2 | 3 | 57 |
10 | 2 | 2 | 2 | 54 |
11 | 3 | 2 | 3 | 20 |
12 | 3 | 4 | 2 | 18 |
13 | 3 | 4 | 3 | 18 |
14 | 3 | 2 | 2 | 15 |
15 | 2 | 4 | 2 | 10 |
16 | 2 | 4 | 3 | 8 |
17 | 1 | 5 | 2 | 8 |
18 | 1 | 5 | 3 | 8 |
19 | 2 | 3 | 1 | 7 |
20 | 3 | 3 | 1 | 7 |
21 | 3 | 1 | 1 | 5 |
22 | 1 | 4 | 2 | 3 |
23 | 2 | 1 | 1 | 2 |
24 | 2 | 2 | 1 | 1 |