Table 2.
Primary contributing features to each of the ten principle components for the size diffusion study in agarose gels as well as the explained variance of each of the principle components. The top five contributors to each principle component as defined by the principle axes in feature space are included as the primary contributing features
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 |