compute_average_overlap: Compute average overlap between components
In bastienchassagnol/RGMMBench: A benchmark on Gaussian mixtures in R
compute_average_overlap R Documentation
Compute average overlap between components
Description
Internally, it is the function MixSim::overlap which is used to generate an approximate pairwise
probability to wrongfully assign one component to another. Unfortunately, this function does not
the global overlap that we approximate there by averaging pairwise overlaps + compute the overlap
between two components accounting for their respective proportions in the mixture
Usage
compute_average_overlap(true_theta, k = length(true_theta$p))
Arguments
true_theta
the parameters of the GMM
k
the number of components
Value
the average overlap
Author(s)
Bastien CHASSAGNOL
bastienchassagnol/RGMMBench documentation built on Oct. 26, 2023, 5:58 p.m.
R Package Documentation
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| compute_average_overlap | R Documentation |
Compute average overlap between components
Description
Internally, it is the function MixSim::overlap which is used to generate an approximate pairwise probability to wrongfully assign one component to another. Unfortunately, this function does not the global overlap that we approximate there by averaging pairwise overlaps + compute the overlap between two components accounting for their respective proportions in the mixture
Usage
compute_average_overlap(true_theta, k = length(true_theta$p))
Arguments
true_theta |
the parameters of the GMM |
k |
the number of components |
Value
the average overlap
Author(s)
Bastien CHASSAGNOL
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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