You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Data classification&Value predication: Training failed when choosing "Split or File" validate strategy, "grid" tuner and enable "Subsample option".
#2734
Closed
v-Hailishi opened this issue
Jun 27, 2023
· 2 comments
System Information (please complete the following information):
Windows OS: Windows-11-Enterprise-22H2
ML.Net Model Builder 2022: 17.17.0.2332602 (Main Build)
Microsoft Visual Studio Enterprise: 2022(17.5.5)
.Net: 6.0, 7.0
Describe the bug
On which step of the process did you run into an issue:
Training failed when choosing "Split or File" validate strategy, "grid" tuner and enable "Subsample option".
This is because when enabling subsampling, a fraction will be added to search space which will be used to pull a part from the entire training dataset. The error is thrown because in a small dataset fraction * row count of dataset might be less than 0.
I'll fix this on ML.Net side. In the meantime, the work-around is to avoid using grid search + subsample at the same time
System Information (please complete the following information):
Windows OS: Windows-11-Enterprise-22H2
ML.Net Model Builder 2022: 17.17.0.2332602 (Main Build)
Microsoft Visual Studio Enterprise: 2022(17.5.5)
.Net: 6.0, 7.0
Describe the bug
Training failed when choosing "Split or File" validate strategy, "grid" tuner and enable "Subsample option".
TestMatrix
https://testpass.blob.core.windows.net/test-pass-data/wikipedia-detox-250-line-data.tsv
https://testpass.blob.core.windows.net/test-pass-data/taxi-fare.csv
To Reproduce
Steps to reproduce the behavior:
Expected behavior
Training successfully.
Screenshot
Additional context
The text was updated successfully, but these errors were encountered: