Table 2 ARI mean ± Std over multiple runs for KM-DBSCAN clustering model.

From: KM-DBSCAN: an enhanced density and centroid based border detection framework for data reduction towards green AI

Dataset

ARI mean ± Std

Runtime (s) Mean ± Std

Two moons

\(0.9673 \pm 0.0131\)

\(0.0022 \pm 0.0004\)

Concentric ring

\(1.000 \pm 0.000\)

\(0.0026 \pm 0.0005\)

USPS

\(0.9398 \pm 0.0025\)

\(0.0060 \pm 0.0006\)

Dry bean

\(0.6904 \pm 0.0051\)

\(0.0110 \pm 0.0031\)

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