ABC analysis with automated limit detection
Performs and visualizes an ABC analysis with automated limit detection.
This package is a Python implementation of the R package ABCanalysis.
The package is based on “Computed ABC Analysis for rational Selection of most informative Variables in multivariate Data”, PLoS One. Ultsch. A., Lotsch J. (2015) doi:10.1371/journal.pone.0129767.
from abc_analysis import abc_analysis, abc_plot # Perform an ABC analysis on a numeric vector (without plotting) dctAnalysis = abc_analysis([1, 15, 25, 17, 2, 3, 5, 6, 2, 3, 22]) # Perform an ABC analysis with plotting dctAnalysis = abc_analysis([1, 15, 25, 17, 2, 3, 5, 6, 2, 3, 22], True) # Plot saved results of an ABC analysis abc_plot(dctAnalysis)
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