Struct ValidationFramework 

pub struct ValidationFramework { /* private fields */ }

Core validation framework

Implementations

impl ValidationFramework

pub fn new() -> Self

Create new validation framework

pub fn with_config(config: ValidationConfig) -> Self

Create with custom configuration

pub fn validate_input_matrix( &self, matrix: &Array2<Float>, ) -> Result<InputValidationResult>

Validate input matrix for decomposition

pub fn validate_parameters( &self, algorithm: DecompositionAlgorithm, params: &HashMap<String, ParameterValue>, matrix_shape: (usize, usize), ) -> Result<ParameterValidationResult>

Validate parameters for specific decomposition algorithm

pub fn validate_results( &self, original_matrix: &Array2<Float>, result: &DecompositionResult, ) -> Result<ResultValidationResult>

Validate decomposition results

pub fn statistical_validation( &self, original: &Array2<Float>, reconstructed: &Array2<Float>, ) -> Result<StatisticalValidationResult>

Perform statistical validation of decomposition quality

pub fn performance_validation( &self, execution_time: Duration, memory_usage: usize, matrix_size: (usize, usize), ) -> Result<PerformanceValidationResult>

Validate performance metrics

Trait Implementations

impl Default for ValidationFramework

fn default() -> Self

Returns the “default value” for a type.