Nancy E Navarro

US Patent:

20180025286, Jan 25, 2018

Filed:

Jul 25, 2016

Appl. No.:

15/218316

Inventors:

- Armonk NY, US
Nancy L. Navarro - Rockville MD, US
Srinivasan Parthasarathy - White Plains NY, US
Alexander Pyasik - Maaleh-Adumim, IL
Yifat Yulevich - Kfar Daniel, IL

International Classification:

G06N 99/00
G06F 17/50

Abstract:

A computer-implemented method includes receiving data representing pre-existing instances of an analytics model developed over time; detecting changes in state of the analytics model over time to detect trends; generating a new instance of the analytics model that has been modified based on detected trends in the analytics model; generating new training data based on discovered trends of the analytics model over time; comparing a coverage of the new instance of the analytics model and coverages of the pre-existing instances of the analytics model with the new training data; and determining whether new instance of the analytics model have better coverage than the pre-existing instances of the analytics model with the new training data. A corresponding computer program product and system are also disclosed.