Skip to main content
. 2017 Jan 13;12(1):e0168131. doi: 10.1371/journal.pone.0168131

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

1 100|X^|F2/|X|F2