The best model for the training results is inconsistent with the top model explored by the output box.

[vzhuqin]

System Information (please complete the following information):

• Model Builder Version (available in Manage Extensions dialog): 16.13.2.2211002 (latest main)
  • Microsoft Visual Studio Enterprise 2022 (64-bit) Version 17.0.6

Describe the bug

• On which step of the process did you run into an issue: Training results on Train page.

DataSource https://github.com/dotnet/machinelearning-samples/raw/main/samples/modelbuilder/MulticlassClassification_RestaurantViolations/RestaurantScores.zip

To Reproduce Steps to reproduce the behavior:

1. Select Create a new project from the Visual Studio 2022 start window;
2. Choose the C# Console App (.NET Core) project template with .Net 6.0;
3. Add model builder by right click on the project;
4. Select Data classification>Local (CPU), input the SQL Server data source to complete training;
5. After training complete, see the best model for the training results does not match with the top model explored in Output box.

Expected behavior The best model for the training results should be consistent with the top model explored by the output box.

Screenshots If applicable, add screenshots to help explain your problem.

[v-Hailishi]

The bug has been fixed on the latest main branch version: 16.13.5.2215901 for both of VS2019 & VS2022.

[v-Hailishi]

The bug is not repro on the latest main branch version: 16.13.5.2216501 for both of VS2019 & VS2022.

[v-Hailishi]

@LittleLittleCloud The bug is repro on the latest main branch 16.13.9.2240801 for both VS2019&2022.

[v-Hailishi]

The bug is still repro on the latest main build 17.19.0.2455701.