Struct LinearDiscriminantAnalysis 

pub struct LinearDiscriminantAnalysis {
    pub n_components: Option<usize>,
    pub solver: LDASolver,
    pub shrinkage: Option<f32>,
    pub priors: Option<Vec<f32>>,
    /* private fields */
}

Linear Discriminant Analysis

Fields

n_components: Option<usize>

solver: LDASolver

shrinkage: Option<f32>

priors: Option<Vec<f32>>

Implementations

impl LinearDiscriminantAnalysis

pub fn new() -> Self

pub fn n_components(self, n: usize) -> Self

pub fn shrinkage(self, s: f32) -> Self

pub fn fit(&mut self, x: &Tensor, y: &Tensor)

pub fn predict(&self, x: &Tensor) -> Tensor

pub fn transform(&self, x: &Tensor) -> Tensor

pub fn score(&self, x: &Tensor, y: &Tensor) -> f32

Trait Implementations

impl Default for LinearDiscriminantAnalysis

fn default() -> Self

Returns the “default value” for a type.