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. 2019 Jun 17;20:339. doi: 10.1186/s12859-019-2929-8

Table 3.

SPC Explained Variances

SPC Percent Explained Variance
X1a 53.84%
X2 a 9.43%
X3 a 9.19%
X4 5.31%
X5 3.14%
X6 a 2.27%
X7 a 2.04%
X8 1.67%
X9 a 1.24%
X10 0.93%

Explained variances for the sparse principal components. The 10 SPCs account for 89.05% of the original data’s variance. a denotes SPCs chosen for further analysis based on variable importance (see Fig. 4)