Performance Drift - 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

The simplest form of model drift monitoring is to ensure you regularly compare the predicted results to the ground truth result. To do this, you need access to the actual result, so you can compare. This information is not always available in a timely manner (email campaigns, churn, etc.), and sometimes not at all. However, when it is, this then turns into an evaluation problem where the performance metrics determined by the Data Scientist are calculated on the new ground truth datasets and can be compared.

Using ModelOps, you can visualize the information generated from evaluation results over time.



The following details include in Performance Drift: