Ensemble Methods - Teradata Vantage - Short descriptions of ensemble methods functions, with links to their documentation

Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
8.00
1.0
Published
May 2019
Language
English (United States)
Last Update
2019-11-22
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B700-4003
lifecycle
previous
Product Category
Teradata Vantageā„¢
Function Description
AdaBoost Functions Create a predictive model based on the AdaBoost algorithm.
Decision Tree Functions Create a predictive model that has a single decision tree.
Decision Forest Functions Create a predictive model based on a combination of the classification and regression trees (CART) algorithm for training decision trees and the ensemble learning method of bagging.
XGBoost Functions Create a predictive model based on the GradientBoost algorithm.