sample_classes: Stratified index sample of different values in a vector.

In scutr: Balancing Multiclass Datasets for Classification Tasks

Description

Stratified index sample of different values in a vector.

Usage

sample_classes(vec, tot_sample)

Arguments

vec	Vector of values to sample from.
tot_sample	Total number of samples.

Value

A vector of indices that can be used to select a balanced population of values from vec.

Examples

vec <- sample(1:5, 30, replace = TRUE)
table(vec)
sample_ind <- sample_classes(vec, 15)
table(vec[sample_ind])

scutr documentation built on June 24, 2021, 5:07 p.m.