Patent №
US 10,169,715
Granted
2019-01-01
Filed 2014
Owner
AMAZON TECHNOLOGIES, INC.
Lab
AI components
3
ml · nlp · evo
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
14489448
At a machine learning service, a set of candidate variables that can be used to train a model is identified, including at least one processed variable produced by a feature processing transformation. A cost estimate indicative of an effect of implementing the feature processing transformation on a performance metric associated with a prediction goal of the model is determined. Based at least in part on the cost estimate, a feature processing proposal that excludes the feature processing transformation is implemented.
AI classification
Ownership
AMAZON TECHNOLOGIES, INC.
assignment · 350960259
Assignors
DIRAC, LEO PARKER, CORREA, NICOLLE M, DANNAKER, CHARLES ERIC
On an employer assignment, the assignors are typically the inventors.