COMPUTER MOUNTING METHOD FOR CONTROLLING BIAS OF BACKGROUND OF MACHINE LEARNING MODULE, COMPUTER PROGRAM PRODUCT AND COMPUTER SYSTEM (CONTROL OF BIAS OF BACKGROUND OF MACHINE LEARNING MODULE)

Japanese Patent JP2023058454

A

To provide a system, method and program for generating a machine learning module.SOLUTION: A method includes the steps of: providing training data including a first data set corresponding to a first feature amount and a second data set corresponding to a second feature amount; generating a further data set depending on the first data set and the second data set; calculating a first correlation metric depending on the further data set and a selected data set; confirming whether the first correlation metric is larger than a first threshold; training an ML module depending on the further data set; defining a first subset of a value of a further feature amount and a second subset of the value of the further feature amount; determining a bias metric of an ML module corresponding to the first subset or the second subset; confirming bias constraint; and releasing the ML module.SELECTED DRAWING: Figure 9

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LUKASZ G CMIELOWSKI
SZYMON KUCHARCZYK
DOROTA LACZAK
DANIEL JAKUB RYSZKA

JP2022163230A

April 25, 2023

October 11, 2022

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INT BUSINESS MASCHINES CORPORATION

G06N20/00

Tadashi Taneichi
Kataoka Tadahiko
Jiro Furube
Hiroyuki Kubo

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