chernoff_bound | Calculates the chernoff bound simulations. |
compute_delta | Calculates the delta for a given # of samples and value of... |
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. |
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