Provide SLT Tools for 'rpart' and 'tree' to Study Decision Trees
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘shatteringdt’ version 0.1.0
Help Pages
| chernoff_bound | Calculates the chernoff bound simulations. |
| compute_delta | Calculates the delta for a given # of samples and value of epsilon. |
| compute_shattering | Calculates the shattering coefficient for a decision tree. |
| confidence_interval | Calculates the confidence interval for the dataset. |
| g | Apply G(n) function. |
| recurse | Calculates the shattering coefficient for a decision tree. |
| search_delta_n_samples | Search the # of samples to ensure learning given an epsilon. |
| search_n_samples | Executes a binary search to find the best # of samples. |
| shattering_simulations | Calculates the shattering coefficient simulations. |