summary.cpm {cpmr} | R Documentation |
Summary of a cpm object.
Description
This function provides a summary of a cpm
object, including the
prediction performance and the selected edges.
Usage
## S3 method for class 'cpm'
summary(object, ..., method = c("pearson", "spearman"), edge_level = 0.5)
## S3 method for class 'cpm_summary'
print(x, ...)
Arguments
object |
An object of class |
... |
Other parameters passed to the function. |
method |
A character vector indicating the method used to calculate the correlation between the real and predicted values. |
edge_level |
A numeric value between 0 and 1 indicating the proportional threshold for edge selection. |
x |
An object of class |
Value
A list of class cpm_summary
containing two elements:
performance |
A matrix of prediction performance, including the correlation between the real and predicted values for both edges, positive edges only, and negative edges only. |
edges |
A logical vector indicating whether each edge is selected based on the edge_level. |
params |
A list of parameters used in the summary. |
[Package cpmr version 0.1.0 Index]