Refining Your Model & Using Validation

How does validation work?
User permissions required: 'View Sources' AND 'View Labels'     Validation within Re:infer is the process by which the platform evalu...
Mon, 21 Sep, 2020 at 4:30 PM
Understanding model performance
User permissions required: 'View Sources' AND 'View Labels'   Overall performance   The main Validation page shows you overall perfo...
Mon, 21 Sep, 2020 at 4:30 PM
Using validation scores and improving label performance
User permissions required: 'View Sources' AND 'View Labels' Overview   Please Note: This section assumes an understanding of preci...
Mon, 21 Sep, 2020 at 4:30 PM
Precision & recall explained
Precision and recall are fundamental metrics to measure the performance of a machine learning model.   These measures are outlined as follows:   Precis...
Mon, 21 Sep, 2020 at 4:25 PM
Precision & recall in Re:infer
Overview   When you build a taxonomy in Re:infer by labelling data, you are creating a model. This model will use the labels you have applied to a set of ...
Mon, 21 Sep, 2020 at 4:28 PM
Re-organising your taxonomy
User permissions required: 'View Sources' AND 'Review and label'     Once you have created your initial taxonomy and trained out most...
Mon, 21 Sep, 2020 at 4:30 PM
Adding new labels to existing taxonomies
 User permissions required: 'View Sources' AND 'Review and label'   If you have a pre-existing taxonomy, with many reviewed verbatims,...
Mon, 21 Sep, 2020 at 4:33 PM
Maintaining a model in production
  Article coming soon! Previous: Adding new Labels to existing Taxonomies
Mon, 21 Sep, 2020 at 4:33 PM