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is there support for segmented or nested models? #1042

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era127 opened this issue Aug 25, 2023 · 1 comment
Open

is there support for segmented or nested models? #1042

era127 opened this issue Aug 25, 2023 · 1 comment

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@era127
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era127 commented Aug 25, 2023

I am reading through the MLJ documentation and I don't see an example of how a learning network would implement a segmented or nested model, where an array of models would be fit on segments of the training data.

Similar to a h20 segmented model or R nestedmodels. I also think its possible to do this in mlr3.

Does this functionality exist in MLJ?

Thanks

@ablaom
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ablaom commented Sep 22, 2023

I think it would be good to add an example along those lines. Have opened this.

A Wolpert stack trains an array of models on different parts of the training data (to splice together "out-of-sample" predictions), which are then forwarded to an adjudicating model for training. So, for an example, you might take a look at this tutorial on rolling your own Stack (or, probably less accessible, is MLJ's actual implementation of Stack).

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