Seeing all the Data for a Variable
It can be helpful to see all of the values for a variable summarized at once, to help you sense-check the distribution of values or see how label review is going.
Brim's Data Visualizer does just that. To access it:
- Go to Label Review and click "By Variable" at the top.
- Find the variable you want in the list of Dependent Variables or Variables. Click the small bar graph next to the variable name on the left.
- You'll see a set of charts summarizing the variable across the patient records you've generated so far.
Label Distribution. This shows you the distribution of all generated values for the variable.
Review Status Distribution. This shows the progress made reviewing the labels, and the distribution between Accept, Edit, and Remove.
Label Distribution by Review Status. This shows the values of the labels grouped by their review status. It can help you spot whether values you've reviewed have a different distribution than the original generated values.
Label Predict Probability Distributions. These show you the distribution of all of the Prediction Probabilities. These can help you understand how Confident the AI is about the generated values.