Man pages for shatteringdt
Provide SLT Tools for 'rpart' and 'tree' to Study Decision Trees

chernoff_boundCalculates the chernoff bound simulations.
compute_deltaCalculates the delta for a given # of samples and value of...
compute_shatteringCalculates the shattering coefficient for a decision tree.
confidence_intervalCalculates the confidence interval for the dataset.
gApply G(n) function.
recurseCalculates the shattering coefficient for a decision tree.
search_delta_n_samplesSearch the # of samples to ensure learning given an epsilon.
search_n_samplesExecutes a binary search to find the best # of samples.
shattering_simulationsCalculates the shattering coefficient simulations.
shatteringdt documentation built on March 3, 2021, 9:05 a.m.