CalculateVertexVertexEdgeHistKernel {graphkernels} | R Documentation |
This function calculates a kernel matrix of the linear kernel
combination K_{H}
of vertex label histograms
K_{VH}
and vertex-edge label histograms K_{VEH}
.
CalculateVertexVertexEdgeHistKernel(G, par)
G |
a list of |
par |
a coefficient |
a kernel matrix that is equivalent to K_{VH} + \lambda K_{VEH}
Mahito Sugiyama
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.
data(mutag)
K <- CalculateVertexVertexEdgeHistKernel(mutag, .1)