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[Feat] Test LightGBM based on XGboost Operator

Open merlintang opened this issue 5 years ago • 7 comments

LightGBM is also popular for the boosting tree model, thus, it is natural to demo or test how LGBM to run over XGboost Operator.

merlintang avatar May 09 '20 18:05 merlintang

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issue-label-bot[bot] avatar May 09 '20 18:05 issue-label-bot[bot]

@XinkaiWang515 and @xfate123

merlintang avatar May 09 '20 18:05 merlintang

/assign

xfate123 avatar May 09 '20 18:05 xfate123

/assign

XinkaiWang515 avatar May 09 '20 18:05 XinkaiWang515

Hmm this is XGBoost operator though. We should probably aim to provide better support and experience for XGBoost users. I don’t think LightGBM would need to be supported here.

terrytangyuan avatar May 10 '20 20:05 terrytangyuan

Yes, I totally agree that we need to provide better user experience for XGBoost. For example, better Python SDK.

we can keep in mind that XGboost operator could be for any boosting tree related algorithm. Now, more and more groups are using LGBM. We can leave this into minor priority.

On Sun, May 10, 2020 at 1:15 PM Yuan Tang [email protected] wrote:

Hmm this is XGBoost operator though. We should probably aim to provide better supporting experience for XGBoost users. I don’t think LightGBM would need to be supported here.

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merlintang avatar May 10 '20 20:05 merlintang

Leave this for further work.

merlintang avatar May 11 '20 02:05 merlintang