Christopher J Harding

US Patent:

20200175390, Jun 4, 2020

Filed:

Nov 29, 2018

Appl. No.:

16/204486

Inventors:

- Armonk NY, US
Rajesh Bordawekar - Westchester NY, US
Stephen Warren - Hopewell Junction NY, US
Christopher Harding - Port Jervis NY, US
Jose Neves - Poughkeepsie NY, US

International Classification:

G06N 5/04
G06N 3/08
G06F 17/27
G06K 9/62
G06N 20/10
G06F 11/36

Abstract:

Methods, systems and computer program products for determining recommended parameters for use in generating a word embedding model are provided. Aspects include storing a plurality of meaningful test cases. Each meaningful test case includes a test data profile and one or more test model parameters used to create a word embedding model that has been classified as yielding meaningful results. Aspects include receiving a production data set to be used in generating a new word embedding model. The production data set includes data stored in a relational database having a plurality of columns and a plurality of rows. Aspects include generating a data profile associated with the production data set. Aspects include generating a recommendation for one or more production model parameters for use in building a word embedding model based on the data profile associated with the production data set and the plurality of meaningful test cases.