ϵ-Confidence Approximately Correct (ϵ-CoAC) Learnability and Hyperparameter Selection in Linear Regression Modeling

In a data based learning process, training data set is utilized to provide a hypothesis that can be generalized to explain all data points from a domain set. The hypothesis is chosen from classes with potentially different complexities. Linear regression modeling is an important category of learning...

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Bibliographic Details
Main Authors: Soosan Beheshti, Mahdi Shamsi
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10840229/
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