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In mathematics and physics, the centroid of a plane figure is the arithmetic mean position of all points in the figure. It is the point at which a cutout of the shape could be perfectly balanced on the tip of a pin. In the context of ML, we look to centroid as the center of a group of samples in the dataset.

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