Struct TextureKernelApproximation 

pub struct TextureKernelApproximation {
    pub n_components: usize,
    pub use_lbp: bool,
    pub use_gabor: bool,
    pub gabor_frequencies: Vec<f64>,
    pub gabor_angles: Vec<f64>,
    pub lbp_radius: f64,
    pub lbp_n_points: usize,
}

Texture kernel approximation using Local Binary Patterns and Gabor filters TextureKernelApproximation

Fields

n_components: usize

n_components

use_lbp: bool

use_lbp

use_gabor: bool

use_gabor

gabor_frequencies: Vec<f64>

gabor_frequencies

gabor_angles: Vec<f64>

gabor_angles

lbp_radius: f64

lbp_radius

lbp_n_points: usize

lbp_n_points

Implementations

impl TextureKernelApproximation

pub fn new(n_components: usize) -> Self

pub fn use_lbp(self, enable: bool) -> Self

pub fn use_gabor(self, enable: bool) -> Self

pub fn gabor_frequencies(self, frequencies: Vec<f64>) -> Self

pub fn gabor_angles(self, angles: Vec<f64>) -> Self

Trait Implementations

impl Clone for TextureKernelApproximation

fn clone(&self) -> TextureKernelApproximation

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TextureKernelApproximation

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for TextureKernelApproximation

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ()> for TextureKernelApproximation

type Fitted = FittedTextureKernelApproximation

The fitted model type

fn fit(self, _x: &Array2<f64>, _y: &()) -> Result<Self::Fitted>

Fit the model to the provided data with validation

fn fit_with_validation( self, x: &X, y: &Y, _x_val: Option<&X>, _y_val: Option<&Y>, ) -> Result<(Self::Fitted, FitMetrics), SklearsError>

where Self: Sized,

Fit with custom validation and early stopping

impl Serialize for TextureKernelApproximation

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.