Function bootstrap_sample 

pub fn bootstrap_sample(
    n_samples: usize,
    n_bootstrap_samples: usize,
    random_seed: Option<u64>,
) -> Result<Vec<usize>>

Generate bootstrap samples from indices

This is a convenience function that generates bootstrap samples (sampling with replacement) which is commonly used for bootstrap confidence intervals and ensemble methods.

Arguments

• n_samples - Total number of samples in the dataset
• n_bootstrap_samples - Number of bootstrap samples to generate
• random_seed - Optional random seed for reproducible sampling

Returns

A vector of bootstrap sample indices

Examples

use scirs2_datasets::utils::bootstrap_sample;

let bootstrap_indices = bootstrap_sample(100, 100, Some(42)).unwrap();
assert_eq!(bootstrap_indices.len(), 100);

// Some indices should appear multiple times (with high probability)
let mut unique_indices = bootstrap_indices.clone();
unique_indices.sort();
unique_indices.dedup();
assert!(unique_indices.len() < bootstrap_indices.len());