CalculateConnectedGraphletKernel: Connected graphlet kernel
In graphkernels: Graph Kernels
Description
Usage
Arguments
Value
Author(s)
References
Examples
Description
This function calculates a kernel matrix of the graphlet kernel with
connected graphlets K_CGL between unlabeled graphs.
Usage
1
Arguments
G
a list of igraph graphs
par
the number k of graphlet nodes (k = 3, 4, or 5 is supported)
Value
a kernel matrix of the connected graphlet kernel K_CGL
Author(s)
Mahito Sugiyama
References
Shervashidze, N., Vishwanathan, S. V. N., Petri, T., Mehlhorn, K.,
Borgwardt, K. M.: Efficient Graphlet Kernels for Large Graph
Comparison, Proceedings of the 12th International Conference
on Artificial Intelligence and Statistics (AISTATS), 5, 488-495
(2009)
https://proceedings.mlr.press/v5/shervashidze09a.html.
Examples
1
2
data(mutag)
K <- CalculateConnectedGraphletKernel(mutag, 4)
graphkernels documentation built on Dec. 20, 2021, 9:07 a.m.
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Description Usage Arguments Value Author(s) References Examples
Description
This function calculates a kernel matrix of the graphlet kernel with connected graphlets K_CGL between unlabeled graphs.
Usage
1 |
Arguments
G |
a list of |
par |
the number k of graphlet nodes (k = 3, 4, or 5 is supported) |
Value
a kernel matrix of the connected graphlet kernel K_CGL
Author(s)
Mahito Sugiyama
References
Shervashidze, N., Vishwanathan, S. V. N., Petri, T., Mehlhorn, K., Borgwardt, K. M.: Efficient Graphlet Kernels for Large Graph Comparison, Proceedings of the 12th International Conference on Artificial Intelligence and Statistics (AISTATS), 5, 488-495 (2009) https://proceedings.mlr.press/v5/shervashidze09a.html.
Examples
1 2 | data(mutag)
K <- CalculateConnectedGraphletKernel(mutag, 4)
|
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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