A COMPUTER-IMPLEMENTED METHOD FOR GENERATING LOCAL EXPLANATIONS AND ERROR ESTIMATES IN MACHINE LEARNING MODELS, AS WELL AS A DECISION SUPPORT SYSTEM AND COMPUTER PROGRAM IMPLEMENTING SAID METHOD - Patent 4238005

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EP 4 238 005 A1

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(43)	Date of publication:
	06.09.2023 Bulletin 2023/36

(21)	Application number: 21802649.0

(22)	Date of filing: 29.10.2021

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International Patent Classification (IPC):

G06N 3/04^(2023.01)

G06N 3/08^(2023.01)

(52)	Cooperative Patent Classification (CPC):
	G06N 3/08; G06N 3/047; G06N 3/045

(86)	International application number:
	PCT/EP2021/080115

(87)	International publication number:
	WO 2022/090461 (05.05.2022 Gazette 2022/18)

(84)	Designated Contracting States:
	AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
	Designated Extension States:
	BA ME
	Designated Validation States:
	KH MA MD TN

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Priority:

30.10.2020 IT 202000025897

(71)	Applicant: Clearbox AI Solutions S.r.l.
	10129 Torino (IT)

(72)	Inventor:
	GILLI, Luca 10040 ALMESE (Torino) (IT)

(74)	Representative: Deambrogi, Edgardo et al
	Jacobacci & Partners S.p.A. Corso Emilia 8 10152 Torino 10152 Torino (IT)

(54)	A COMPUTER-IMPLEMENTED METHOD FOR GENERATING LOCAL EXPLANATIONS AND ERROR ESTIMATES IN MACHINE LEARNING MODELS, AS WELL AS A DECISION SUPPORT SYSTEM AND COMPUTER PROGRAM IMPLEMENTING SAID METHOD