Refine comment sentiment and topic assignments to improve machine learning model accuracy for open-ended survey responses.
Use this section of the Advanced Configuration Tool to review and modify the sentiment and topics of a survey question's comments to help improve Gallup's topic modeling accuracy for future responses to the question.
Text Analytics - Topic Training section
This section consists of the following areas:
Project
Select the survey whose report you want to configure.
Verbatim Question
Select the open-ended question from the survey whose model you want to train.
Individual Responses
This area lists a sample of the comments for the selected question, including the sentiment and three most prominent topics generated by the question's model.
To train the model of a selected question, review each response's sentiment and topics, and for each response:
- Click Confirm if you agree with the sentiment and topics generated by the model.
- Click Edit if you disagree with the sentiment and/or topics generated by the model. Use the available drop-down lists to update the sentiment and/or topics, and then click Confirm & Save.
Note: The first topic is the most important one to review. Gallup uses Topic 2 and Topic 3 strictly for research and development purposes.
Edit response, Text Analytics - Topic Training