Table 2.
Principle components | Primary contributing features | Explained variance |
||||
---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | ||
0 | Mean efficiency | Mean Straightness | Mean Deff1 | Mean fractal_dim | Mean D_fit | 30.6 |
1 | Mean asymmetry3 | Mean elongation | Mean asymmetry2 | Mean asymmetry1 | Mean AR | 15.3 |
2 | Asymmetry1 | Asymmetry2 | Asymmetry3 | Efficiency | Elongation | 7.9 |
3 | Std asymmetry3 | Std elongation | Std asymmetry2 | Std asymmetry1 | Std AR | 5.9 |
4 | Frames | Mean kurtosis | Trappedness | Boundedness | Std kurtosis | 4.2 |
5 | Mean kurtosis | Std kurtosis | Std MSD_ratio | Mean MSD_ratio | Alpha | 3.8 |
6 | Alpha | D_fit | MSD_ratio | Asymmetry1 | Asymmetry2 | 3.5 |
7 | Std MSD_ratio | Mean MSD_ratio | Std kurtosis | Mean kurtosis | Trappedness | 3.0 |
8 | Kurtosis | Frames | Fractal_dim | Std MSD_ratio | Std fractal_dim | 2.5 |
9 | Mean frames | Std alpha | Std frames | Std boundedness | Std trappedness | 2.4 |
10 | Kurtosis | Std MSD_ratio | Std fractal_dim | Deff1 | Std boundedness | 2.3 |