Struct PolynomialFeatures 

pub struct PolynomialFeatures {
    pub degree: usize,
    pub interaction_only: bool,
    pub include_bias: bool,
    /* private fields */
}

Polynomial Features - generate polynomial and interaction features

Fields

degree: usize

interaction_only: bool

include_bias: bool

Implementations

impl PolynomialFeatures

pub fn new(degree: usize) -> Self

pub fn interaction_only(self, io: bool) -> Self

pub fn include_bias(self, ib: bool) -> Self

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

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

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

pub fn get_feature_names( &self, input_features: Option<&[String]>, ) -> Vec<String>