The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 11, 2016

Filed:

Jan. 12, 2015
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Rema Ananthanarayanan, New Delhi, IN;

Kalapriya Kannan, Bangalore, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/18 (2006.01); G06N 99/00 (2010.01);
U.S. Cl.
CPC ...
G06N 99/005 (2013.01);
Abstract

Methods and arrangements for reconfiguring an analytics model without retraining the analytics model. A contemplated method includes: providing a cloud-based classifier which performs analytics on input data, the classifier including an analytics model; receiving a first data set at the classifier, wherein the first data set is a training data set; via the analytics model, discovering features in the first data set; receiving a second input data set at the classifier; via the analytics model, discovering one or more new features in the second input data set; and reconfiguring the analytics model, without retraining the analytics model, based on one or more new features discovered in the second input data set. Other variants and embodiments are broadly contemplated herein.


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