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. 2019 Oct;8(5):559–574. doi: 10.21037/tlcr.2019.09.20

Table 5. PCA analysis and principle factors extraction.

Initial factor Initial whole factors Extracted factors features Extracted factors (in 4 dimension)
λ Variance% Total % λ Variance% Total % a1 a2 a3 a4
1 1.857 30.956 30.956 1.857 30.956 30.956 0.460 −0.417 0.528 −0.489
2 1.059 17.642 48.598 1.059 17.642 48.598 0.538 −0.373 −0.119 0.661
3 0.944 15.739 64.337 0.944 15.739 64.337 0.750 −0.131 0.105 0.109
4 0.867 14.458 78.795 0.867 14.458 78.795 0.509 0.257 −0.636 −0.321
5 0.668 11.129 89.923 0.694 0.265 −0.064 −0.149
6 0.605 10.077 100.000 0.229 0.769 0.481 0.232

Notes: a1–a4, extracted factors; λ, Load coefficient. PCA, principle components analysis.