Struct BenchmarkDataset 

pub struct BenchmarkDataset {
    pub name: String,
    pub data: Array2<f64>,
    pub target: Option<Array1<f64>>,
    pub true_kernel: Option<Array2<f64>>,
    pub description: String,
}

Benchmark dataset specification BenchmarkDataset

Fields

name: String

name

data: Array2<f64>

data

target: Option<Array1<f64>>

target

true_kernel: Option<Array2<f64>>

true_kernel

description: String

description

Implementations

impl BenchmarkDataset

pub fn gaussian( n_samples: usize, n_features: usize, noise: f64, seed: u64, ) -> Self

Create a synthetic Gaussian dataset

pub fn polynomial( n_samples: usize, n_features: usize, degree: usize, seed: u64, ) -> Self

Create a polynomial dataset

pub fn classification_clusters( n_samples: usize, n_features: usize, n_clusters: usize, seed: u64, ) -> Self

Create a classification dataset with distinct clusters

Trait Implementations

impl Clone for BenchmarkDataset

fn clone(&self) -> BenchmarkDataset

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for BenchmarkDataset

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

Formats the value using the given formatter.