Training dataset for trajectory classification
Description
Dataset generated by TrajPy for training a trajectory classifier. For more details: https://trajpy.readthedocs.io
Classes: normal diffusion, direct motion, anomalous diffusion and confined.
Columns:
alpha: anomalous exponent
ratio: mean squared displacement ratio
df: fractal dimension
anisotropy: radius of gyration anisotropy
kurtosis: radius of gyration kurtosis
straightness: similarity to a straight trajectory
gaussianity: similarity to a Gaussian distribution
trappedness: probability of being trapped
diffusivity: short-time diffusion coefficient
efficiency: movement efficiency
Files
data_set.csv
Files
(7.8 MB)
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Additional details
Related works
- Is supplemented by
- Software: 10.5281/zenodo.3537983 (DOI)