Journal of Applied Mathematics / 2018 / Article / Tab 2

Research Article

Robust Nonlinear Partial Least Squares Regression Using the BACON Algorithm

Table 2

Comparison between explained variance of proposed quadratic algorithm and original one in simulated dataset for the three contamination rates (5%, 10%, and 15%).

Contamination rateExplained variance by original quadratic PLSExplained variance by robust quadratic PLS
XYXY

5%0.990.7310.99
10%10.6810.99
15%10.6710.99

Article of the Year Award: Outstanding research contributions of 2020, as selected by our Chief Editors. Read the winning articles.