Function multiple_bootstrap_samples 

pub fn multiple_bootstrap_samples(
    n_samples: usize,
    sample_size: usize,
    n_bootstrap_rounds: usize,
    random_seed: Option<u64>,
) -> Result<Vec<Vec<usize>>>

Generate multiple bootstrap samples

Creates multiple independent bootstrap samples, useful for ensemble methods like bagging or for computing bootstrap confidence intervals.

Arguments

• n_samples - Total number of samples in the dataset
• sample_size - Size of each bootstrap sample
• n_bootstrap_rounds - Number of bootstrap samples to generate
• random_seed - Optional random seed for reproducible sampling

Returns

A vector of bootstrap sample vectors

Examples

use scirs2_datasets::utils::multiple_bootstrap_samples;

let bootstrap_samples = multiple_bootstrap_samples(50, 50, 10, Some(42)).unwrap();
assert_eq!(bootstrap_samples.len(), 10);
assert!(bootstrap_samples.iter().all(|sample| sample.len() == 50));