From: Analysis of the cryptocurrency market using different prototype-based clustering techniques
Technique | Cluster/Intersection | Age | ||||||
---|---|---|---|---|---|---|---|---|
D4 | D5 | D6 | D7 | D8 | D9 | D10 | ||
K-means | 1 | \(-\)1.14 | 0.32 | 0.76 | 2.48 | 0.63 | 1.18 | \(-\)2.14 |
2 | 4.74 | \(-\)0.34 | \(-\)1.75 | 0.91 | 1.33 | \(-\)1.14 | \(-\)2.79 | |
3 | \(-\)4.56 | 0.29 | 1.63 | \(-\)1.29 | \(-\)1.43 | 0.96 | 3.11 | |
Hist-DAWass | 1 | 3.27 | 11.88 | 7.91 | 4.70 | \(-\)0.51 | \(-\)3.35 | \(-\)13.70 |
2 | 2.41 | 2.85 | 4.97 | \(-\)1.15 | \(-\)1.32 | \(-\)1.78 | \(-\)3.64 | |
3 | \(-\)3.99 | \(-\)11.80 | \(-\)8.80 | \(-\)4.65 | 0.38 | 2.80 | 15.08 | |
4 | 1.08 | \(-\)1.35 | \(-\)0.83 | 0.83 | 1.06 | 2.05 | \(-\)1.95 | |
5 | \(-\)1.06 | 0.49 | 0.94 | 1.08 | 0.80 | 1.43 | \(-\)1.98 | |
Combi | 1 | 1.70 | \(-\)2.76 | \(-\)1.40 | 0.19 | 0.24 | 0.36 | 0.51 |
2 | 4.71 | \(-\)1.10 | \(-\)1.73 | \(-\)0.15 | 1.93 | \(-\)1.22 | \(-\)2.13 | |
3 | \(-\)5.47 | \(-\)4.02 | \(-\)3.05 | \(-\)1.46 | \(-\)1.82 | 3.07 | 7.20 | |
4 | \(-\)5.61 | \(-\)4.24 | \(-\)2.99 | \(-\)2.84 | \(-\)0.54 | 1.55 | 8.37 | |
5 | 1.35 | 6.34 | 7.38 | 2.87 | 1.16 | \(-\)2.07 | \(-\)8.53 | |
6 | 3.87 | 8.38 | 3.62 | 2.16 | \(-\)1.15 | \(-\)2.38 | \(-\)7.92 |