risk_bounds {scR}R Documentation

Utility function to generate data points for estimation of the VC Dimension of a user-specified binary classification algorithm given a specified sample size.

Description

Utility function to generate data points for estimation of the VC Dimension of a user-specified binary classification algorithm given a specified sample size.

Usage

risk_bounds(x, ...)

Arguments

x

An integer giving the desired sample size for which the target function is to be approximated.

...

Additional model parameters to be specified by the user.

Value

A real number giving the estimated value of Xi(n), the bounding function


[Package scR version 0.4.0 Index]