chernoff_bound: Calculates the chernoff bound simulations.
In shatteringdt: Provide SLT Tools for 'rpart' and 'tree' to Study Decision Trees
Description
Usage
Arguments
Value
View source: R/chernoff_bound.R
Description
Calculates different values of shattering coefficient and delta,
varying # of samples to study the chernoff bound of SLT.
Usage
1
chernoff_bound(rpart.tree, n_experimentations, epsilon)
Arguments
rpart.tree
rpart.tree. A Decision tree generated by rpart package.
n_experimentations
int. The # of experimentations and samples to run.
epsilon
float. The epsilon to be used in the delta calculation.
Value
No return value, the function plots the chernoff bound.
shatteringdt documentation built on March 3, 2021, 9:05 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Value
View source: R/chernoff_bound.R
Description
Calculates different values of shattering coefficient and delta, varying # of samples to study the chernoff bound of SLT.
Usage
1 | chernoff_bound(rpart.tree, n_experimentations, epsilon)
|
Arguments
rpart.tree |
rpart.tree. A Decision tree generated by rpart package. |
n_experimentations |
int. The # of experimentations and samples to run. |
epsilon |
float. The epsilon to be used in the delta calculation. |
Value
No return value, the function plots the chernoff bound.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.