CalculateVertexEdgeHistKernel: Linear kernel between vertex-edge label histograms

In graphkernels: Graph Kernels

Description

This function calculates a kernel matrix of the linear kernel K_VEH between vertex-edge label histograms.

Usage

CalculateVertexEdgeHistKernel(G)

Arguments

G	a list of igraph graphs

Value

a kernel matrix of the linear kernel K_VEH between vertex-edge label histograms

Author(s)

Mahito Sugiyama

References

Sugiyama, M., Borgwardt, K. M.: Halting in Random Walk Kernels, Advances in Neural Information Processing Systems (NIPS 2015), 28, 1630-1638 (2015) https://papers.nips.cc/paper/5688-halting-in-random-walk-kernels.pdf.

Examples

data(mutag)
K <- CalculateVertexEdgeHistKernel(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.