1.1 - 8.10 - AdaBoost Functions (ML Engine) - Teradata Vantage

Teradata Vantage™ - Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
1.1
8.10
Release Date
October 2019
Content Type
Programming Reference
Publication ID
B700-4003-079K
Language
English (United States)

AdaBoost functions use adaptive boosting.

Function Description
AdaBoost (ML Engine) Takes training data set and single decision tree and uses adaptive boosting to produce strong classifying model.
AdaBoostPredict (ML Engine) Applies strong classifying model to new data set.

You can use the AdaBoost functions to create predictions input for the Receiver Operating Characteristic (ROC) (ML Engine) function.

For more information about the AdaBoost algorithm, see https://web.stanford.edu/~hastie/Papers/samme.pdf.