Table 1. Percent of variation in X explained and R2 for prediction of B⋅1 through B⋅9 for the Tobacco data.
% Variation of X Explained1 |
R2 for prediction of column: | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Analysis | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |
Unconstrained Regression |
0.8 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
Unconstrained Decomposition |
100.0 | 0.888 | 0.872 | 0.685 | 0.583 | 0.964 | 0.106 | 0.126 | 0.163 | 0.066 |
Orthogonal Regression |
74.5 | 0.974 | 0.885 | 0.896 | 0.910 | 0.981 | 0.808 | 0.751 | 0.693 | 0.622 |
Orthogonal Decomposition |
88.9 | 0.962 | 0.909 | 0.845 | 0.818 | 0.979 | 0.789 | 0.741 | 0.682 | 0.398 |
1