Drift Monitoring - Teradata Vantage

ClearScape Analytics ModelOps User Guide

Deployment
VantageCloud
VantageCore
Edition
Enterprise
IntelliFlex
VMware
Product
Teradata Vantage
Release Number
7.0
Published
April 2023
Language
English (United States)
Last Update
2023-04-19
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B700-1175

Model drift represents the concept of a model degrading in performance over time due to changes in the underlying dataset or concepts. Monitoring model drift involves the ability to surface this performance information to the end-user and configure alerts so that they can take actions (pre-emptive preferably) to reduce the business impact of this drift. For more details, see Monitoring Alerts.

ModelOps allows you to monitor three types of drift: