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predict NMS scores for new samples

Thanks to all for the useful suggestions -- I just wanted to report back on my experience using the code that Dave Roberts refers to below, on his web page.  It worked beautifully.  

I imagine that the utility of this approach would depend on the compositional overlap of the new samples with the old.  In the case of the research problem I am working on, there is quite a lot of overlap, and re-burning largely reinforces compositional shifts related to previous fires.

Jonathan