cleanlab--cleanlab
Elías Snorrason
2f2bc1fe18
Enhance numerical stability and scoring accuracy for datasets with identical features - Adjust minimum median values to 100x machine epsilon to prevent unstable operations. - Implement specific scoring logic for outlier and near-duplicate issues in datasets with identical features, ensuring correct scores are assigned in such edge cases. - Introduce unit tests to validate the expected behavior for datasets comprising entirely identical examples. Check an additional case with an extra unique example. Related to issue #1055.