Exclude a class from prediction
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- UpdatedAug 1, 2024
- 2 minutes to read
- Xanadu
- AI Experiences
Exclude a class from prediction if its precision or coverage statistics don't meet your threshold of usefulness. For example, exclude it if you don't want the model to predict a particular output field value.
Before you begin
- Train the solution definition whose output field values you want to exclude.
- Role required: admin or ml_admin
About this task
If your classification solution doesn't provide sufficient precision or coverage, you can exclude a particular incident category from prediction.
Excluding a class from prediction only lasts until the next time you train your solution. If a class still doesn't provide sufficient precision or coverage values, you may want to consider deactivating the solution until it provides better results.
Typically, you exclude a class from prediction if you only want a person to manually set the excluded class value. For example, exclude the class if the solution doesn't offer sufficient precision or coverage, or because the class triggers other business logic that requires review or approval.
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