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Expose Ensembling in ML.NET #4825

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MeTTaxa opened this issue Feb 11, 2020 · 3 comments
Open

Expose Ensembling in ML.NET #4825

MeTTaxa opened this issue Feb 11, 2020 · 3 comments
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enhancement New feature or request P2 Priority of the issue for triage purpose: Needs to be fixed at some point.

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@MeTTaxa
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MeTTaxa commented Feb 11, 2020

The ensembles in Microsoft.ML.Ensemble/OutputCombiners would be very useful for our use cases for regressions. Can you help exposing them into ML.NET ?

Most useful would be stacking and weighted average, and of course average and median.
@frank-dong-ms-zz frank-dong-ms-zz added enhancement New feature or request P1 Priority of the issue for triage purpose: Needs to be fixed soon. labels Feb 11, 2020
@najeeb-kazmi
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#3148 and #3989 are also requesting this

@frank-dong-ms-zz
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Thanks @najeeb-kazmi , cc our PM @gvashishtha to prioritize this

@harishsk harishsk added P2 Priority of the issue for triage purpose: Needs to be fixed at some point. and removed P1 Priority of the issue for triage purpose: Needs to be fixed soon. labels Apr 28, 2020
@AdamMcIntosh
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Any timeline on this? I'm currently creating an app where ensembling is the end goal, it is one of the business reqs and having the public api exposed would be greatly helpful.

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enhancement New feature or request P2 Priority of the issue for triage purpose: Needs to be fixed at some point.
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@harishsk @AdamMcIntosh @najeeb-kazmi @MeTTaxa @frank-dong-ms-zz