Classification online learning and training documents

If your project is configured to use classification online learning, the method of flagging training documents has two possibilities.

  1. Documents are flagged when they are manually reclassified by Validation or Document Review users.

  2. Documents are flagged via script.

What happens with the dynamic classifiers depends if the project is configured to make use of them. These are the possibilities:

  1. This use case does not use the training data directly during production to improve classification results.

    This is because the project is not configured to use the dynamic classifiers during classification but the workflow queue contains the Knowledge Base Learning Server.

    The documents will be added to the New Samples so that they can be imported into Project Builder. The only case where the training information is used is when the project is published after it is trained using the new training information.

  2. This use case uses the training data directly during production to enhance classification.

    The "Use dynamic classifiers during classification" option is selected the in Advanced Online Learning Options window and that the workflow queue contains the Knowledge Base Learning Server.

    In this use case, the Knowledge Base Learning Server creates the dynamic classifiers and collects documents for the New Samples.