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Semblance: A Rank-Based Kernel on Probability Spaces for Niche Detection
The advantage of Semblance lies in its distribution free formulation and its ability to detect niche features by placing greater emphasis on similarity between observation pairs that fall at the outskirts of the data distribution, as opposed to those that fall towards the center.
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