-module(gleam_synapses@statistics).
-compile(no_auto_import).

-export([root_mean_square_error/1]).

-spec root_mean_square_error(
    gleam@iterator:iterator({list(float()), list(float())})
) -> float().
root_mean_square_error(Expected_values_with_output_values) ->
    gleam_synapses@model@mathematics:root_mean_square_error(
        gleam_zlists:map(
            gleam_zlists:of_iterator(Expected_values_with_output_values),
            fun(T) -> {Y_hat, Y} = T,
                Y_hat_zls = gleam_zlists:of_list(Y_hat),
                Y_zls = gleam_zlists:of_list(Y),
                {Y_hat_zls, Y_zls} end
        )
    ).