Robotics & Machine Learning Daily News2024,Issue(Jan.19) :25-26.

New Machine Learning Data Have Been Reported by Investigators at Duke University (Globally-consistent Rule-based Summaryexplanations for Machine Learning Models: Application To Creditrisk Evaluation)

Robotics & Machine Learning Daily News2024,Issue(Jan.19) :25-26.

New Machine Learning Data Have Been Reported by Investigators at Duke University (Globally-consistent Rule-based Summaryexplanations for Machine Learning Models: Application To Creditrisk Evaluation)

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Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – New research on Machine Learning is the subject of a report. According to newsoriginating from Durham, North Carolina, by NewsRx correspondents, research stated, “We develop amethod for understanding specific predictions made by (global) predictive models by constructing (local)models tailored to each specific observation (these are also called ‘explanations’ in the literature). Unlikeexisting work that ‘explains’ specific observations by approximating global models in the vicinity of theseobservations, we fit models that are globally-consistent with predictions made by the global model on pastdata.”

Key words

Durham/North Carolina/United States/North and Central America/Cyborgs/Emerging Technologies/Machine Learning/Duke University

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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