The CCCP algorithm of EQSVR based on ClipDCD.

The CCCP algorithm of EQSVR based on ClipDCD.

<div><p>The inferential results regarding estimates of Support Vector Regression (SVR) are highly influenced by anomalies and ill-conditioned predictors. Excessive dimensions of data also make the model complex. To improve estimation accuracy, this paper introduces two modelling framewor...

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Bibliographic Details
Main Author: Aiman Tahir (21485064) (author)
Other Authors: Maryam Ilyas (9411385) (author)
Published: 2025
Subjects:
Cell Biology
Molecular Biology
Evolutionary Biology
Ecology
Marine Biology
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
support vector regression
improve estimation accuracy
different evaluation criteria
data also make
extensive simulation study
exponential quantile svr
simulation study
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proposed methods
pfcrsvr ).
model complex
incorporating pcs
highly influenced
extreme observations
excessive dimensions
eqsvr ),
conditioned regressors
conditioned predictors
bounded loss
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