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