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Journal of Probability and Statistics
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2019
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Article
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Tab 2
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Research Article
The L-Curve Criterion as a Model Selection Tool in PLS Regression
Table 2
The result of the comparison between cross validation (CV), generalized cross validation (GCV) and L-curve criterion on real data.
R
squared
MSEP of
y
The number of PLS component retained in the model
CV
GCV
L-curve
CV
GCV
L-curve
CV
GCV
L-curve
0.97
0.99
0.99
0.36
35.8
29.4
3
4
5