CalculateShortestPathKernel: Shortest-path kernel

In graphkernels: Graph Kernels

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

Author(s)

Mahito Sugiyama

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

data(mutag)
K <- CalculateShortestPathKernel(mutag)

Example output

Loading required package: igraph

Attaching package: 'igraph'

The following objects are masked from 'package:stats':

    decompose, spectrum

The following object is masked from 'package:base':

    union

graphkernels documentation built on Dec. 20, 2021, 9:07 a.m.