EVALUATING SURROGATE MACHINE LEARNING MODELS

Patent №

US 11,699,071

Granted

2023-07-11

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16689414

A first machine learning model processes a set of inputs to generate a first set of results. Based on that first set of results, a quality control range is calculated. A second machine learning model calculates a mean accuracy of a second set of results, based on the set of inputs. A determination of whether the mean accuracy of the second set of results is within the quality control range is made, and a user is notified of that determination.

Machine learningPlanningAI hardwareG06N 3/08G06N 3/04G06N 3/0499G06N 3/09G06N 5/022

AI classification

AI hardware1.00
Machine learning1.00
Planning0.78
Knowledge representation0.23
Natural language0.01
Evolutionary computation0.01
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 510630718

Assignors

CMIELOWSKI, LUKASZ G., SOBALA, WOJCIECH, BIGAJ, RAFAL, ERAZMUS, MAKSYMILIAN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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