tidy.cpm: Tidy a 'cpm' object

In cpmr: Connectome Predictive Modelling in R

Tidy a cpm object

Description

Tidy a cpm object

Usage

## S3 method for class 'cpm'
tidy(x, ..., component = c("performance", "edges"))

Arguments

x	A cpm object.
...	Additional arguments passed to summary().
component	A character vector indicating the component to tidy.

Value

A tibble with columns storing parameters of the cpm() object and further columns depending on the component argument:

For component = "performance":

method	The method used to calculate the correlation between the real and predicted values.
pos	The correlation between the real and predicted values for positive edges.
neg	The correlation between the real and predicted values for negative edges.

For component = "edges":

level	The proportional threshold for edge selection.
pos	A logical vector indicating whether each edge is selected based on the edge_level (positive).
neg	A logical vector indicating whether each edge is selected based on the edge_level (negative).

cpmr documentation built on Oct. 6, 2024, 9:06 a.m.