The column values match test checks if, for a given column, the values are the same between the current dataset and the reference dataset.
- In development projects, the training set is used as the reference and the validation set as the current dataset.
- In monitoring projects, the reference dataset is uploaded by the user and the production data is the current dataset.
- Category: Consistency.
- Task types: LLM, tabular classification, tabular regression, text classification.
- Availability: .
Why it matters
- The column values match test can help verifying that key attributes or features in your dataset remain consistent over time or across different datasets.