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Clusterzentren minimiert. Die Entscheidung für das ideale k ist jedoch nicht einfach. Die Elbow-Methode hilft dabei, indem sie die Summenquadrate innerhalb der Cluster (WCSS) gegen steigende k-Werte aufträgt und nach einem Punkt sucht, an dem sich die Verbesserung verlangsamt. Dieser Punkt wird als „Elbow“ bezeichnet. Elbow Method
  • Beliebig geformte Cluster: Cluster können jede beliebige Form annehmen, nicht nur kreisförmig oder konvex.
  • Rauschen und Ausreißer: Es identifiziert und behandelt Rauschpunkte effektiv, ohne sie einem Cluster zuzuordnen.
  • | +|K-Means vs. Hierarchie vs. DBSCAN|DBSCAN| \ No newline at end of file