On 03/25/2012 07:40 PM, Peter Prettenhofer wrote: > 2012/3/25 Scott White<[email protected]>: > >> Btw, another thing I think we should add is the ability to monitor the >> out-of-bag estimates after each iteration and allow the fitting to be >> terminated early. It's usually hard to guess the right number of >> iterations required and if one can terminate the fitting early based >> on good oob results that can help speed things up a lot. >> >> cheers, >> Scott >> >> > +1 - we should really start sketching the API for monitoring the > progress of our models during training. > > ``oob_scores_`` only allows you to do "early-stopping" after the fact :-) > > > +1 on that. Didn't want to bloat the code without having a real design when I wrote this. Should be pretty useful!
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