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Density-Based Clustering: Basic Concepts
- Two parameters:
- Eps: Maximum radius of the neighbourhood
- MinPts: Minimum number of points in an Eps-neighbourhood of that point
- NEps(q): {p belongs to D | dist(p,q) ≤ Eps}
- Directly density-reachable: A point p is directly density-reachable from a point q w.r.t. Eps, MinPts if
- p belongs to NEps(q)
- core point condition:
|NEps (q)| ≥ MinPts
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