From: A prediction-based resampling method for estimating the number of clusters in a dataset
Method | Number of clusters, | |||||
---|---|---|---|---|---|---|
Model 1 | Â | Â | Â | Â | Â | Â |
 | 1* | 2 | 3 | 4 | 5 | >5 |
   Clest | 48 | 2 | 0 | 0 | 0 | 0 |
   gap | 48 | 0 | 1 | 1 | 0 | 0 |
   gapPC | 50 | 0 | 0 | 0 | 0 | 0 |
   sil | - | 37 | 6 | 4 | 3 | 0 |
   ch | - | 42 | 7 | 1 | 0 | 0 |
   kl | - | 12 | 14 | 11 | 13 | 0 |
   hart | 0 | 5 | 22 | 16 | 7 | 0 |
Model 2 | Â | Â | Â | Â | Â | Â |
 | 1 | 2 | 3* | 4 | 5 | >5 |
   Clest | 0 | 1 | 49 | 0 | 0 | 0 |
   gap | 0 | 0 | 50 | 0 | 0 | 0 |
   gapPC | 0 | 0 | 50 | 0 | 0 | 0 |
   sil | - | 5 | 45 | 0 | 0 | 0 |
   ch | - | 0 | 50 | 0 | 0 | 0 |
   kl | - | 0 | 41 | 2 | 7 | 0 |
   hart | 0 | 0 | 0 | 2 | 2 | 46 |
Model 3 | Â | Â | Â | Â | Â | Â |
 | 1 | 2 | 3 | 4* | 5 | >5 |
   Clest | 0 | 1 | 20 | 29 | 0 | 0 |
   gap | 0 | 1 | 16 | 33 | 0 | 0 |
   gapPC | 0 | 1 | 12 | 37 | 0 | 0 |
   sil | - | 17 | 24 | 9 | 0 | 0 |
   ch | - | 8 | 20 | 22 | 0 | 0 |
   kl | - | 3 | 11 | 35 | 1 | 0 |
   hart | 0 | 0 | 8 | 42 | 0 | 0 |
Model 4 | Â | Â | Â | Â | Â | Â |
 | 1 | 2 | 3 | 4* | 5 | >5 |
   Clest | 0 | 0 | 1 | 49 | 0 | 0 |
   gap | 0 | 0 | 0 | 50 | 0 | 0 |
   gapPC | 0 | 0 | 1 | 49 | 0 | 0 |
   sil | - | 5 | 8 | 37 | 0 | 0 |
   ch | - | 5 | 7 | 38 | 0 | 0 |
   kl | - | 0 | 1 | 49 | 0 | 0 |
   hart | 0 | 0 | 0 | 50 | 0 | 0 |
Model 5 | Â | Â | Â | Â | Â | Â |
 | 1 | 2* | 3 | 4 | 5 | >5 |
   Clest | 0 | 44 | 0 | 6 | 0 | 0 |
   gap | 0 | 0 | 0 | 19 | 31 | 0 |
   gapPC | 0 | 50 | 0 | 0 | 0 | 0 |
   sil | - | 50 | 0 | 0 | 0 | 0 |
   ch | - | 3 | 0 | 47 | 0 | 0 |
   kl | - | 50 | 0 | 0 | 0 | 0 |
   hart | 0 | 0 | 0 | 0 | 0 | 50 |
Model 6 | Â | Â | Â | Â | Â | Â |
 | 1 | 2* | 3 | 4 | 5 | >5 |
   Clest | 0 | 43 | 7 | 0 | 0 | 0 |
   gap | 47 | 3 | 0 | 0 | 0 | 0 |
   gapPC | 43 | 5 | 1 | 1 | 0 | 0 |
   sil | - | 41 | 5 | 4 | 0 | 0 |
   ch | - | 43 | 5 | 2 | 0 | 0 |
   kl | - | 16 | 9 | 17 | 8 | 0 |
   hart | 0 | 1 | 0 | 5 | 14 | 30 |
Model 7 | Â | Â | Â | Â | Â | Â |
 | 1 | 2* | 3 | 4 | 5 | >5 |
   Clest | 26 | 15 | 6 | 3 | 0 | 0 |
   gap | 25 | 22 | 2 | 1 | 0 | 0 |
   gapPC | 31 | 17 | 2 | 0 | 0 | 0 |
   sil | - | 42 | 6 | 1 | 1 | 0 |
   ch | - | 39 | 10 | 0 | 1 | 0 |
   kl | - | 13 | 15 | 10 | 12 | 0 |
   hart | 6 | 39 | 5 | 0 | 0 | 0 |
Model 8 | Â | Â | Â | Â | Â | Â |
 | 1 | 2* | 3 | 4 | 5 | >5 |
   Clest | 0 | 16 | 34 | 0 | 0 | 0 |
   gap | 0 | 22 | 28 | 0 | 0 | 0 |
   gapPC | 0 | 28 | 21 | 1 | 0 | 0 |
   sil | - | 50 | 0 | 0 | 0 | 0 |
   ch | - | 50 | 0 | 0 | 0 | 0 |
   kl | - | 25 | 17 | 4 | 4 | 0 |
   hart | 0 | 3 | 43 | 4 | 0 | 0 |