getNodesImportance: Calculate the importance of a node in a graph

In minzheguo/SINCERA: An R implementation of SINCERA pipeline for processing single-cell RNA-seq data.

Description

Calculate the importance of a node in a graph

Usage

getNodesImportance(graph, nodes = NULL, measurements = c("DFC", "DCC",
  "DDC", "DC", "CC", "BC"), componentType = "weak", pathType = "all",
  directed = FALSE, normalized = TRUE)

Arguments

componentType	character string, either weak or strong; for directed graphs, weak implies weakly, strong strongly connected components to search.
pathType	defined the types of the paths used for measuring the distance in directed graphs.
directed	whether the graph is directed or undirected;
normalized	whether to rescale the results to [0,1]
g	an igraph object
measurement	DFC, DCC, DDC, DC, CC, BC

Value

a importance matrix

minzheguo/SINCERA documentation built on Feb. 3, 2021, 2:31 p.m.