Predictive, supervised learning that assigns an item to one of a set of categories, for instance deciding whether an email is spam; it isn't generative.
Read more: Microsoft Learn
In the Ultra Transcenders books
Each book explains Classification in context, with comparison tables and the common traps.
Terms in this definition
- Supervised learning
Training a model on examples whose correct output is labelled so it learns to predict that output; regression and classification are typical cases.
- Set
Secret permission in Key Vault for writing secrets; some older material refers to it as Create.
Related terms
- Accuracy (classification metric)
Overall measure for a classification model: the share of all test cases it predicts correctly.
- Cloud model
Classification of cloud environments by where resources run and who has access to them. Public, private and hybrid cloud are the usual models, with multicloud as a further option.
- Document Intelligence Studio
Browser-based tool where you can test Document Intelligence models and, using a Blob container, label data and train or compose custom classification, neural and template models.
- ExponentiatedGradient
A Fairlearn reduction method: it wraps a binary classification estimator and repeatedly retrains it on reweighted data so the result meets equalized odds or demographic parity.
- File Classification Infrastructure
Part of FSRM: rules assign classification properties to files, and policies and file management tasks can then act on those labels.
- FSRM
File Server Resource Manager, a Windows Server tool for controlling what is stored on NTFS volumes, offering storage reports, quotas, screening, classification and scheduled file management.
- ICD
Purview ships dictionary-driven sensitive information types, which can't be copied, that pick up ICD-9-CM and ICD-10-CM codes and terms from this medical classification.
- Just-in-time protection
An Endpoint DLP capability that holds back, or audits, attempts to move files out of a device when the file has never been classified or its classification is out of date, until the policy check finishes. If that check fails, a fallback action applies.