Probabilistic prediction with locally weighted jackknife predictive system

Probabilistic prediction with locally weighted jackknife predictive system

Abstract Probabilistic predictions for regression problems are more popular than point predictions and interval predictions, since they contain more information for test labels. Conformal predictive system is a recently proposed non-parametric method to do reliable probabilistic predictions, which i...

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Bibliographic Details
Main Authors: Di Wang, Ping Wang, Pingping Wang, Cong Wang, Zhen He, Wei Zhang
Format: Article
Language:English
Published: Springer 2023-04-01
Series:Complex & Intelligent Systems
Subjects:
Probabilistic prediction
Predictive system
Jackknife prediction
Asymptotic analysis
Conformal prediction
Online Access:https://doi.org/10.1007/s40747-023-01044-0

Internet

https://doi.org/10.1007/s40747-023-01044-0

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