Why is working with the Low Confidence training mode important during the "Explore" phase in UiPath Communications Mining?
Why is working with the Low Confidence training mode important during the "Explore" phase in UiPath Communications Mining?
Working with the Low Confidence training mode during the 'Explore' phase in UiPath Communications Mining is important because it provides training examples that have no confident informative label predictions. Reviewing these can significantly boost the model's coverage. By focusing on messages with low confidence predictions, the user can identify and correct gaps in the model's understanding, thereby improving its overall performance.
Training using 'Low confidence' User permissions required: 'View Sources' AND 'Review and label'. The final key step in Explore is training using 'Low confidence' mode, which shows you messages that are not well covered by informative label predictions. These messages will have either no predictions or very low confidence predictions for labels that the platform understands to be informative. https://docs.uipath.com/communications-mining/automation-cloud/latest/user-guide/training-using-low-confidence