Struct KernelApproximationValidator 

pub struct KernelApproximationValidator { /* private fields */ }

Comprehensive validation framework for kernel approximation methods KernelApproximationValidator

Implementations

impl KernelApproximationValidator

pub fn new(config: ValidationConfig) -> Self

Create a new validator with configuration

pub fn add_theoretical_bound(&mut self, bound: TheoreticalBound)

Add theoretical bounds for a specific method

pub fn validate_method<T: ValidatableKernelMethod>( &self, method: &T, data: &Array2<f64>, true_kernel: Option<&Array2<f64>>, ) -> Result<ValidationResult>

Validate a kernel approximation method

pub fn cross_validate<T: ValidatableKernelMethod>( &self, method: &T, data: &Array2<f64>, targets: Option<&Array1<f64>>, parameter_grid: HashMap<String, Vec<f64>>, ) -> Result<CrossValidationResult>

Perform cross-validation for parameter selection

Trait Implementations

impl Clone for KernelApproximationValidator

fn clone(&self) -> KernelApproximationValidator

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for KernelApproximationValidator

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

Formats the value using the given formatter.