Struct ValidationConfig 

pub struct ValidationConfig {
    pub metric: ValidationMetric,
    pub compute_confidence_intervals: bool,
    pub confidence_level: f64,
    pub compute_expensive_metrics: bool,
    pub random_seed: Option<u64>,
    pub n_bootstrap_samples: usize,
    pub use_parallel: bool,
    pub problematic_threshold: f64,
}

Configuration for validation computations

Fields

metric: ValidationMetric

Distance metric to use

compute_confidence_intervals: bool

Whether to compute confidence intervals

confidence_level: f64

Confidence level for intervals (e.g., 0.95 for 95%)

compute_expensive_metrics: bool

Whether to compute optional expensive metrics (e.g., Dunn index)

random_seed: Option<u64>

Random seed for reproducible results

n_bootstrap_samples: usize

Number of bootstrap samples for confidence intervals

use_parallel: bool

Whether to use parallel computation where possible

problematic_threshold: f64

Threshold for considering samples as problematic

Implementations

impl ValidationConfig

pub fn fast() -> Self

Create a fast configuration for quick validation

pub fn comprehensive() -> Self

Create a comprehensive configuration for thorough analysis

pub fn high_dimensional() -> Self

Create a configuration optimized for high-dimensional data

Trait Implementations

impl Clone for ValidationConfig

fn clone(&self) -> ValidationConfig

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ValidationConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for ValidationConfig

fn default() -> Self

Returns the “default value” for a type.