Struct KernelApproximationBenchmark 

pub struct KernelApproximationBenchmark { /* private fields */ }

Benchmarking suite for kernel approximation methods KernelApproximationBenchmark

Implementations

impl KernelApproximationBenchmark

pub fn new(config: BenchmarkConfig) -> Self

Create a new benchmark suite

pub fn add_dataset(&mut self, dataset: BenchmarkDataset)

Add a dataset to benchmark

pub fn add_synthetic_datasets(&mut self, seed: u64)

Add multiple synthetic datasets

pub fn benchmark_method( &mut self, method: &dyn BenchmarkableKernelMethod, ) -> Result<Vec<BenchmarkResult>>

Run benchmark for a specific method

pub fn summarize_results(&self) -> Vec<BenchmarkSummary>

Generate summary statistics from benchmark results

pub fn get_results(&self) -> &[BenchmarkResult]

Get all benchmark results

pub fn clear_results(&mut self)

Clear all results

pub fn export_results_csv(&self) -> String

Export results to CSV format

Trait Implementations

impl Clone for KernelApproximationBenchmark

fn clone(&self) -> KernelApproximationBenchmark

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for KernelApproximationBenchmark

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

Formats the value using the given formatter.