graphkernels (version 1.6.1)

CalculateShortestPathKernel: Shortest-path kernel

Description

This function calculates a kernel matrix of the shortest-path kernel \(K_{SP}\).

Usage

CalculateShortestPathKernel(G)

Arguments

G

a list of igraph graphs

Value

a kernel matrix of the shortest-path kernel \(K_{SP}\)

References

Borgwardt, K. M., Kriegel, H.-P.: Shortest-Path Kernels on Graphs, Proceedings of the 5th IEEE International Conference on Data Mining (ICDM'05), 74-81 (2005) https://ieeexplore.ieee.org/document/1565664/.

Examples

# NOT RUN {
data(mutag)
K <- CalculateShortestPathKernel(mutag)
# }