get_dice_similarity: Get Dice similarity coefficient scores

In DiagrammeR: Graph/Network Visualization

Get Dice similarity coefficient scores

Description

Get the Dice similarity coefficient scores for one or more nodes in a graph.

Usage

get_dice_similarity(graph, nodes = NULL, direction = "all", round_to = 3)

Arguments

graph	A graph object of class dgr_graph.
nodes	an optional vector of node IDs to consider for Dice similarity scores. If not supplied, then similarity scores will be provided for every pair of nodes in the graph.
direction	using all (the default), the function will ignore edge direction when determining scores for neighboring nodes. With out and ⁠in⁠, edge direction for neighboring nodes will be considered.
round_to	the maximum number of decimal places to retain for the Dice similarity coefficient scores. The default value is 3.

Value

A matrix with Dice similarity values for each pair of nodes considered.

Examples

# Create a random graph using the
# `add_gnm_graph()` function
graph <-
  create_graph(
    directed = FALSE) %>%
  add_gnm_graph(
    n = 10,
    m = 15,
    set_seed = 23)

# Get the Dice similarity
# values for nodes `5`, `6`,
# and `7`
graph %>%
  get_dice_similarity(
    nodes = 5:7)

DiagrammeR documentation built on June 22, 2024, 11:21 a.m.