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.