Open Access
Table D.1
Estimated value of bandwidth and the corresponding number of clusters for Target 11 with the k-nearest neighbors algorithm and silhouette coefficient analysis.
| Region Number | Location from the center (μm) | Estimated bandwidth hestimated | Corresponding number of cluster | Optimal number of cluster from the silhouette coefficient |
|---|---|---|---|---|
| Region 1 | −50 < X < 50, 500 < Y < 600 | 3.55 | 2 | ~2 |
| Region 2 | −100 < X < 0, 150 < Y < 250 | 9.14 | 4 | ~3 |
| Region 3 | 0 < X < 150, 100 < Y < 250 | 24.94 | 11 | ~10 |
| Region 4 | −150 < X < −50, −50 < Y < 50 | 14.32 | 5 | ~5−7 |
| Region 5 | 50 < X < 150, −50 < Y < 50 | 14.54 | 5 | ~3 |
| Region 6 | 200 < X < 300, 0 < Y < 100 | 11.57 | 3 | ~3, 8−10 |
| Region 7 | −150 < X < −50, 0 < Y < −100 | 26.44 | 11 | ~11−13 |
| Region 8 | 0 < X < 100, −250 < Y < −150 | 9.52 | 6 | ~4 |
| Mean ± std | 14.25 ± 7.36 | |||
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