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 0.3.0 Index]