BYOMPredictor Class | teradataml Azure Extension Library | API Integration - BYOMPredictor Class - Teradata Vantage

Teradata Vantageā„¢ - API Integration Guide for Cloud Machine Learning

Deployment
VantageCloud
VantageCore
Edition
Enterprise
IntelliFlex
VMware
Product
Teradata Vantage
Release Number
1.4
Published
September 2023
Language
English (United States)
Last Update
2023-09-28
dita:mapPath
mgu1643999543506.ditamap
dita:ditavalPath
ayr1485454803741.ditaval
dita:id
mgu1643999543506

Use the BYOMPredictor class to hold the name and type of the model teradataml DataFrame obtained using deploy() method.

This allows user to export models that are built on Azure Machine Learning to Vantage through BYOM, for in-database analysis .

Required Arguments:
  • model_df: Specifies the teradataml DataFrame containing the model data to be used for scoring.
  • model_type: Specifies the type of the model:
    • 'pmml'
    • 'onnx'
    • 'h2o'