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Return SVR year_prediction_msd dataset into regular testing scope#215

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Vika-F:dev/svr_fix
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Return SVR year_prediction_msd dataset into regular testing scope#215
Vika-F wants to merge 2 commits into
IntelPython:mainfrom
Vika-F:dev/svr_fix

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@Vika-F

@Vika-F Vika-F commented Jul 7, 2026

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Description

SVR testing was hanging previously on year_prediction_msd dataset because C variable was chosen incorrectly.
C was changed from 1.0 to 0.01 for this dataset, so now SVR takes 21 iterations to converge instead of 10000 (maximum number of iterations).


Checklist:

Completeness and readability

  • I have resolved any merge conflicts that might occur with the base branch.

Testing

  • I have run it locally and tested the changes extensively.
  • All CI jobs are green or I have provided justification why they aren't.
  • I have extended testing suite if new functionality was introduced in this PR.

@Vika-F Vika-F added the datasets Extension or fix load dataset label Jul 7, 2026
Comment thread configs/regular/svm.json
"svr datasets": [
{
"data": {
"dataset": "year_prediction_msd",

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@avolkov-intel Would this dataset get standardized when passing it to SVMs?

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