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Set write.forest = TRUE by default? #81

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mnwright opened this issue Jun 22, 2016 · 3 comments
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Set write.forest = TRUE by default? #81

mnwright opened this issue Jun 22, 2016 · 3 comments

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@mnwright
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Should we set write.forest = TRUE by default?

The default is 'FALSE because the forest takes a lot of memory for very large datasets or huge forests and in some cases, e.g., when you are interested in variable importance, you don't need it.
On the other hand, for prediction it's annoying to always set the option.

What do you think?

@mnwright mnwright changed the title Set write.forest = TRUE by default Set write.forest = TRUE by default? Jun 22, 2016
@aaronpolhamus
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I vote yes, possibly with a message printed to console alerting the users to exactly the tradeoffs you've just articulated here.

@rfcv
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rfcv commented Jul 13, 2016

I vote yes, because in general users are interested in making predictions with their model. Additionally, most machine learning libraries default to write their model.

@mnwright
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Changed. It's now write.forest = TRUE by default.

mnwright pushed a commit to rcannood/ranger that referenced this issue Oct 23, 2019
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