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Align classifier inference with modern vs legacy pipelines#171

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zmek merged 1 commit intomainfrom
inference-column-handling
May 4, 2026
Merged

Align classifier inference with modern vs legacy pipelines#171
zmek merged 1 commit intomainfrom
inference-column-handling

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@zmek zmek commented May 4, 2026

  • Add dataframe_for_classifier_predict_proba so timedelta elapsed_los is passed through for feature_columns pipelines and converted to seconds only for legacy models.
  • Call add_missing_columns in build_service_data only for legacy pipelines. Extend tests for both paths

- Add dataframe_for_classifier_predict_proba so timedelta elapsed_los is passed through for feature_columns pipelines and converted to seconds only for legacy models.
- Call add_missing_columns in build_service_data only for legacy pipelines. Extend tests for both paths
@zmek zmek force-pushed the inference-column-handling branch from 488e00d to 30cf245 Compare May 4, 2026 16:39
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zmek commented May 4, 2026

Closes #170

@zmek zmek merged commit 5aacf84 into main May 4, 2026
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@zmek zmek deleted the inference-column-handling branch May 4, 2026 16:43
zmek added a commit that referenced this pull request May 7, 2026
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