conf_band: SVM ROC confidence bands

In djluckett/svmroc: Receiver operating characteristic curves for the support vector machine

Description

conf_band constructs bootstrap confidence bands for the SVM ROC curve from an object of class svmroc.

Usage

conf_band(object, num_boot = 1000, gamma = 0.1, x = seq(0.01, 0.99, 0.01))

Arguments

object	An object of class svmroc.
num_boot	Number of bootstrap replications. Defaults to 1000.
gamma	Complement of confidence level, e.g., gamma = 0.1 will produce 90% confidence bands. Defaults to 0.1.
x	Values used for interpolation. Defaults to seq(0.01, 0.99, 0.01).

Value

An object of class conf_band, a list with the following components: lower, a vector of values for the lower confidence band; upper, a vector of values for the upper confidence band; y, values of the ROC curve; and x, values used for interpolation.

djluckett/svmroc documentation built on Oct. 6, 2019, 12:42 a.m.