Summarize an xplus model

Summarize an xplus model

Usage

# S3 method for class 'xplus'
summary(object, ...)

Arguments

object

An xplus object.

...

Additional arguments.

Value

A list of class summary.xplus with model details.

References

Zhou et al. (2022). doi:10.1371/journal.pcbi.1009956

See also

print.xplus(), coef.xplus()

Examples

set.seed(1)
x <- matrix(rnorm(100 * 5), ncol = 5)
y <- c(rep(1, 20), rep(0, 80))
fit <- xplus(x, y, max_iter = 5)
summary(fit)
#> Summary of xplus model
#> Observations: 100 
#> Features: 5 
#> Iterations: 5 
#> Stop reason: max_iter 
#> Original positives: 20 
#> Original unlabeled: 80 
#> Fallback used: FALSE 
#> Final training target range: 0 to 1 
#> Final soft targets: 59 
#> CV measure: deviance 
#> Sampling: bootstrap 
#> Unlabeled coverage: 0.7375 
#> Cutoff: 0.4683134 
#> lambda.min: 0.02089059 
#> lambda.1se: 0.0925583 
#> Non-zero coefficients: 4