diff --git a/src/utils.jl b/src/utils.jl index 14627b8..f8d9b97 100644 --- a/src/utils.jl +++ b/src/utils.jl @@ -57,7 +57,7 @@ Inputs: Outputs: - counts: an array cointaining the empirical frequencies for each quantile interval. """ -function empirical_frequency_regression(Y_cal, sampled_distributions, n_bins) +function empirical_frequency_regression(Y_cal, sampled_distributions, n_bins = 20) quantiles = collect(range(0; stop=1, length=n_bins + 1)) quantiles_matrix = hcat( [quantile(samples, quantiles) for samples in sampled_distributions]... @@ -109,10 +109,7 @@ Outputs: - bin_centers: array with the centers of the bins """ -function empirical_frequency_binary_classification(y_binary, sampled_distributions, n_bins) - - # Number of bins - n_bins = n_bins +function empirical_frequency_binary_classification(y_binary, sampled_distributions, n_bins = 20) #intervals boundaries int_bds = collect(range(0; stop=1, length=n_bins + 1)) #bin centers