Figure 5
From: Robust clustering in high dimensional data using statistical depths
Experimental results on the Alon data. Figure a displays comparison of entropy of the clustering algorithms on the trimmed Alon data. Both of the bisecting k-spatialMedian algorithms (with the selection criterion relative average depth or the largest variance) outperformed the bisecting k-median algorithm. Figure b displays comparison of misclustering rates of the clustering algorithms on the trimmed Alon data. Both of the bisecting k-spatialMedian algorithms (with the selection criterion relative average depth or the largest variance) outperformed the bisecting k-median algorithm.