View dataset metrics#
The Dataset Metrics are part of the Sidebar placed on the right side of Rubrix datasets. To know more about this component, click here.
Rubrix metrics are very convenient in terms of assesing the status of the dataset, and to extract valuable information.
How to use Metrics#
Metrics are composed of two submenus: Progress and Stats. These submenus might be different for Token and Text Classification tasks, as well as for the different modes (especially the Define rules mode).
This submenu is useful when users need to know how many records have been annotated, validated and/or discarded.
Annotation and Explore modes#
When clicking on this menu, not only the progress is shown. The number of records is also displayed, as well as the number of labeled records or entities that are validated or discarded.
Define rules mode#
In this mode, progress is related to the coverage of the rules. It shows the model coverage and the annotated coverage, and also the precision average and the number of correct and incorrect results.
In the total rules section, users can find the number of rules related to the different categories.
This submenu allows users to know more about the keywords of the dataset.
Explore and Define Rules mode#
In both modes, the Keywords list displays a list of relevant words and the number of occurrences.
In the annotation mode, the stats show the mentions (this is, the entities) which are present in the records.
This submenu has the Predicted as (for predictions) and the Annotated as (for annotation) sections, and here users can see the number of entities predicted or annotated with a specific label. The number of occurrences is ordered from highest to lowest, and the labels are also ordered in that way.