Analisis Fuzzy C-Means Clustering
Statistik Hasil:
- Jumlah Data: 12
- Jumlah Cluster: 3
- Fuzzy Partition Coefficient (FPC): 0.9827 (Semakin mendekati 1 semakin baik)
Data dan Keanggotaan Cluster:
| Variabel A |
Variabel B |
Cluster |
Membership C1 |
Membership C2 |
Membership C3 |
| 10 |
20 |
1 |
0.9966 |
0.0017 |
0.0017 |
| 12 |
22 |
1 |
1.0000 |
0.0000 |
0.0000 |
| 11 |
21 |
1 |
0.9991 |
0.0004 |
0.0004 |
| 30 |
80 |
3 |
0.0058 |
0.0066 |
0.9875 |
| 32 |
85 |
3 |
0.0001 |
0.0002 |
0.9997 |
| 31 |
82 |
3 |
0.0015 |
0.0018 |
0.9967 |
| 70 |
40 |
2 |
0.0094 |
0.9804 |
0.0102 |
| 75 |
45 |
2 |
0.0003 |
0.9994 |
0.0004 |
| 72 |
42 |
2 |
0.0024 |
0.9947 |
0.0029 |
| 15 |
25 |
1 |
0.9907 |
0.0046 |
0.0047 |
| 35 |
90 |
3 |
0.0081 |
0.0115 |
0.9804 |
| 80 |
50 |
2 |
0.0120 |
0.9693 |
0.0187 |
Pusat Cluster (Centroids):
| Cluster |
Variabel A (Pusat) |
Variabel B (Pusat) |
| Cluster 1 |
11.9947 |
21.9934 |
| Cluster 2 |
74.2067 |
44.2109 |
| Cluster 3 |
31.9886 |
84.2162 |