Value between 0 and 1 attached to every prediction or extracted field to express the model's certainty; unlike accuracy, it isn't measured across a test set.
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In the Ultra Transcenders books
Each book explains Confidence score in context, with comparison tables and the common traps.
Terms in this definition
- Extracted field
A regex applied to raw log lines in VCF Operations for logs to pull out a named value, making messy events searchable and usable in alerts.
- Set
Secret permission in Key Vault for writing secrets; some older material refers to it as Create.
Related terms
- Image tagging
An Image Analysis feature producing single-word tags, each with a confidence score, for actions, scenery, objects and living things in an image.
- Object detection
Vision technique that, for every instance of an object, gives back a label, a confidence score and bounding-box coordinates, making it possible to find and count several objects or classes in an image.
- Translator detect operation
A Translator operation that identifies the language of some text, returning its code and a confidence score, without performing a translation.