Training and testing split — train_test

Given a vector of subject_id and a threshold, returns a list of which members should be in the training set and which should be in the testing set. The function relies on whether or not the absolute value of the Jenkins's one_at_a_time hash function exceeds the maximum possible value (2147483647) multiplied by the threshold.

Usage

train_test_assign(train_frac, subjects, seed = 42)

Arguments

train_frac: The fraction (0 to 1) of subjects for training
subjects: The available subjects for distribution
seed: Seed used for Jenkins's one_at_a_time hash function

Value

split a named list containing the training and testing subject_ids