Skip to main content
. Author manuscript; available in PMC: 2020 May 7.
Published in final edited form as: Nanoscale. 2019 Nov 28;11(46):22515–22530. doi: 10.1039/c9nr06327g

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