Table 5 Principle components and total variance
Component | Initial Eigen values | ||
|---|---|---|---|
Total | % of Variance | Cumulative % | |
1 | 13.275 | 22.125 | 22.125 |
2 | 4.973 | 8.288 | 30.413 |
3 | 3.617 | 6.029 | 36.442 |
4 | 3.159 | 5.264 | 41.706 |
5 | 2.974 | 4.956 | 46.662 |
6 | 2.213 | 3.689 | 50.351 |
7 | 1.915 | 3.191 | 53.542 |
8 | 1.725 | 2.874 | 56.416 |
9 | 1.534 | 2.557 | 58.973 |
10 | 1.427 | 2.378 | 61.351 |
11 | 1.213 | 2.022 | 63.372 |
12 | 1.143 | 1.905 | 65.277 |
13 | 1.074 | 1.789 | 67.066 |
14 | 1.021 | 1.701 | 68.767 |