Struct StatisticalValidator 

pub struct StatisticalValidator { /* private fields */ }

Statistical validation utilities

Implementations

impl StatisticalValidator

pub fn new() -> Self

Create a new statistical validator

pub fn confidence_level(self, level: f64) -> Self

Set confidence level for statistical tests

pub fn min_sample_size(self, size: usize) -> Self

Set minimum sample size for tests

pub fn validate_prediction_distribution( &self, predictions: &Array1<f64>, ) -> ValidationResult

Validate that pipeline predictions have reasonable statistical properties

pub fn validate_transformation( &self, input: &Array2<f64>, output: &Array2<f64>, ) -> ValidationResult

Validate pipeline transformation properties

Trait Implementations

impl Default for StatisticalValidator

fn default() -> Self

Returns the “default value” for a type.