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Update LightGBM to 4.5.0 #7320

@boneatjp

Description

@boneatjp

System Information (please complete the following information):

  • OS & Version: Windows 11 Pro
  • ML.NET Version: v4.0.0
  • .NET Version: .NET9

Describe the bug
Since ML.NET 4.0 uses LightGBM 3.3.5, I install LightGBM v4.5.0 by NuGet, but still having a problem with that version.

To Reproduce
Steps to reproduce the behavior:

  1. Install ML.NET by NuGet
  2. Install LightGBM v4.5.0
  3. Try run
  4. Image

It has been a problem using LightGBM v4.5.0 with ML.NET. Releasing v4.0, I hoped to go better with LightGBM v4.5.0, well, no progress has been done, I guess. Is this something that you don't care about? Well, I think I've already reported this problem but not getting any efort.

I wish someone check this problem and if those of you working on ML.NET sticks with LightGBM v3.3.5 explane why LihgtGBM v4.5.0 won't be supported with the latest version of ML.NET.

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blockingMarks issues that we want to fast track in order to unblock other important worklightgbmBugs related lightgbm

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