Once an Active Learning project is initiated, can the fields used to create the project be edited?

In an Active Learning project, the fields used for project creation are foundational elements that define the scope and parameters of the project. Once the project has been initiated, changes to these fields are not permissible because they could fundamentally alter the context and structure of the data analysis being performed.

Maintaining consistency is crucial in the data analysis process, as altering these foundational fields could impact the accuracy and reliability of the model being built. Any modification could lead to confusion regarding the data labeling guidelines and might disrupt the workflow established during the project setup.

The integrity of the project's configuration is critical for the performance of the active learning algorithms. This ensures that all team members are working with the same definitions and criteria, thus preserving the integrity of the training set and outcomes throughout the life of the project. Therefore, the fields are fixed once the project is started, underscoring the importance of careful planning during the initial setup.