plot.jeek: Plot jeek result specified by user input

In jeek: A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models

Description

This function can plot and return multiple sparse graphs distinguished by edge colors from the result generated by jeek

Usage

## S3 method for class 'jeek'
plot(x, graphlabel = NULL, type = "task",
  neighbouroption = "task", subID = NULL, index = NULL,
  graphlayout = NULL, ...)

Arguments

x	output generated from the "jeek" function (jeek class)
graphlabel	vertex names for the graph, there are three options: (1) NA (no label) (2) NULL (default numeric label according to the feature order) (3) a vector of labels (a vector of labels cooresponding to x) deault value is NULL
type	type of graph, there are four options: (1) "task" (graph for each task (including shared part) specified further by subID (task number)) (2) "share" (shared graph for all tasks) (3) "taskspecific" (graph for each task specific (excluding shared part) specified further by subID (task number) ) (4) "neighbour" (zoom into nodes in the graph specified further by neighbouroptoin, subID (task number) and index (node id))
neighbouroption	determines what type of graph to zoom into when parameter type is "neighbour" There are two options: (1) "task" (zoom into graph for each task (including shared part)) (2) "taskspecific" (zoom into graph for each task specific (excluding shared part))
subID	selects which task to display (1) 0 (only allowed when type is task or type is neighbour and neighbouroption is task) (selecting share graph) (2) positive task number (selects a task number) (3) a vector of task number (selects multiple tasks) (4) NULL (selects all tasks (all graphs))
index	determines which node(s) to zoom into when parameter type is "neighbour" could either be an integer or vector of integers representing node ids (zoom into one node or multiple nodes)
graphlayout	layout for the graph (two column matrix specifying x,y coordinates of each node in graph) if not provided, igraph will use the default layout_nicely() function present the graph
...	extra parameters passed to plot.igraph

Details

when only the simulresult is provided, the function will plot all graphs with default numeric labels User can specify multiple subID and multiple index to zoom in multiple nodes on multiple graphs Each graph will include a decriptive title and legend to indicate correspondence between edge color and task. The function will plot graph and return an igraph object at the same time

Value

a plot of graph / subgraph from jeek result specified by user input

Author(s)

Beilun Wang, Zhaoyang Wang (Author), Beilun Wang (maintainer)

Examples

## Not run: 
data(exampleData)
result = jeek(X = exampleData, 0.3, covType = "cov", parallel = TRUE)
plot.jeek(result)

## End(Not run)

jeek documentation built on May 2, 2019, 12:52 a.m.