Description Usage Arguments Value
View source: R/chernoff_bound.R
Calculates different values of shattering coefficient and delta, varying # of samples to study the chernoff bound of SLT.
1 | chernoff_bound(rpart.tree, n_experimentations, epsilon)
|
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. |
No return value, the function plots the chernoff bound.
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