How to use an R-Tree for knnsearch in Matlab

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how to convert a kd-tree to a r-tree for using in knnsearch?

KDTreeMdl = KDTreeSearcher(X,'Distance','minkowski','P',5)
[IdxMk,DMk] = knnsearch(KDTreeMdl,newpoint,'k',10);
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