lp_hrg: Link prediction with the HRG model
In galanisl/LinkPrediction: Link prediction in complex networks
Description
Usage
Arguments
Value
Author(s)
References
Examples
View source: R/link_predictors.R
Description
Given a network of interest, it computes the likelihood score of interaction,
for all disconnected node pairs, based on a Hierarchical Random Graph model
(HRG).
Usage
1
lp_hrg(g, samples = 1000)
Arguments
g
igraph; The network of interest.
samples
integer; Number of HRG models to consider.
Value
Tibble with the following columns:
nodeA
The ID of a network node.
nodeB
The ID of a network node.
scr
The likelihood score of interaction for the node pair.
Author(s)
Gregorio Alanis-Lobato galanisl@uni-mainz.de
References
Clauset, A. et al. (2008) Hierarchical structure and the
prediction of missing links in networks. Nature 453(7191):98-101
Examples
1
2
# Apply the HRG link predictor to the Zachary Karate Club network
hrg <- lp_hrg(g = karate_club, samples = 100)
galanisl/LinkPrediction documentation built on May 17, 2019, 12:10 p.m.
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Description Usage Arguments Value Author(s) References Examples
View source: R/link_predictors.R
Description
Given a network of interest, it computes the likelihood score of interaction, for all disconnected node pairs, based on a Hierarchical Random Graph model (HRG).
Usage
1 | lp_hrg(g, samples = 1000)
|
Arguments
g |
igraph; The network of interest. |
samples |
integer; Number of HRG models to consider. |
Value
Tibble with the following columns:
nodeA |
The ID of a network node. |
nodeB |
The ID of a network node. |
scr |
The likelihood score of interaction for the node pair. |
Author(s)
Gregorio Alanis-Lobato galanisl@uni-mainz.de
References
Clauset, A. et al. (2008) Hierarchical structure and the prediction of missing links in networks. Nature 453(7191):98-101
Examples
1 2 | # Apply the HRG link predictor to the Zachary Karate Club network
hrg <- lp_hrg(g = karate_club, samples = 100)
|
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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