Published January 25, 2020 | Version v1.0.0
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Training dataset for trajectory classification

  • 1. University of Coimbra

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

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Additional details

Related works

Is supplemented by
Software: 10.5281/zenodo.3537983 (DOI)