Table 4. Summary of the PCA results for the pipe.
Before orthogonal rotation | ||||||||
---|---|---|---|---|---|---|---|---|
Dimension | Eigenvalue | Variance explained | Variable loadings | |||||
Individual | Cumulative | Contact latency | Persistence | Motor diversity | Approach posture | Manipulation likelihood | ||
1 | 2.3801 | 47.6022 | 0.2343 | 0.6770 | 0.8871 | 0.1554 | 0.4262 | |
2 | 1.3100 | 26.1996 | 73.8018 | 0.4153 | 0.0922 | 0.0064 | 0.4906 | 0.3055 |
3 | 0.6613 | 13.2266 | 87.0284 | 0.2499 | 0.0330 | 0.0275 | 0.2972 | 0.0537 |
4 | 0.5132 | 10.2645 | 97.2929 | 0.0985 | 0.1593 | 0.0005 | 0.0567 | 0.1983 |
5 | 0.1354 | 2.7071 | 100.0000 | 0.0020 | 0.0386 | 0.0785 | 0.0000 | 0.0163 |
After orthogonal rotation | ||||||||
1 | 2.0270 | 40.5395 | 0.0525 | 0.6832 | 0.8414 | 0.0062 | 0.4437 | |
2 | 1.1986 | 23.9721 | 64.5116 | 0.0002 | 0.0032 | 0.0243 | 0.9370 | 0.2339 |
3 | 1.1258 | 22.5167 | 87.0284 | 0.8468 | 0.1158 | 0.0553 | 0.0001 | 0.1079 |