A Fast Density Peak Clustering Method with Autoselect Cluster Centers

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left"> Dataset</td><td class="align_center">Instances</td><td class="align_center">Dimensions</td><td class="align_center">Clusters</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">ThreeCircles</td><td class="align_center">299</td><td class="align_center">2</td><td class="align_center">3</td></tr><tr><td class="align_left">Lineblobs</td><td class="align_center">266</td><td class="align_center">2</td><td class="align_center">3</td></tr><tr><td class="align_left">Spiral</td><td class="align_center">312</td><td class="align_center">2</td><td class="align_center">3</td></tr><tr><td class="align_left">Compound</td><td class="align_center">399</td><td class="align_center">2</td><td class="align_center">6</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Properties of synthetic datasets.</div>

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Table 4

Table 4: A Fast Density Peak Clustering Method with Autoselect Cluster Centers 