Struct Perceptron 

pub struct Perceptron {
    pub max_iter: usize,
    pub eta0: f32,
    pub tol: f32,
    pub shuffle: bool,
    pub penalty: Option<PerceptronPenalty>,
    pub alpha: f32,
    /* private fields */
}

Perceptron classifier

Fields

max_iter: usize

eta0: f32

tol: f32

shuffle: bool

penalty: Option<PerceptronPenalty>

alpha: f32

Implementations

impl Perceptron

pub fn new() -> Self

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

pub fn eta0(self, eta: f32) -> Self

pub fn penalty(self, p: PerceptronPenalty) -> Self

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

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

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

Trait Implementations

impl Default for Perceptron

fn default() -> Self

Returns the “default value” for a type.