Techniken zur Verbesserung von Entscheidungen, die auf der Basis der Ausgabe eines Maschinenlernmodells Wiedergegeben Werden

Details

Veröffentlichungs-Nr.

EP4769235

Anmeldetag

12. Dezember 2025

Veröffentlichung

1. Juli 2026

Rechtsraum

EP

IPC

G06N5/01, G06N20/00

Abstract

Described are examples for rendering decisions based on machine learning (ML) model output. A set of segments for a historical set of data for a division of interest, and associated budgets for the decision of interest, can be obtained. For each segment in the set, a budget for incorrect decisions rendered based on output from the ML model can be computed. For each data entry in a current set of data, a current decision can be rendered based on a configured cutoff value and also a shadow decision based on the candidate cutoff value for a segment of the set of segments associated with the data entry. The candidate cutoff value can be promoted to replace the configured cutoff value, for rendering subsequent decisions for a subsequent set of data, based on comparing the shadow decisions for the current set of data based on the budget for incorrect decisions.

Anmelder

Firma

Microsoft Technology Licensing, LLC

Land

🇺🇸 USA

Fachgebiete