Struct DocumentKernelApproximation 

pub struct DocumentKernelApproximation {
    pub n_components: usize,
    pub use_topic_features: bool,
    pub use_readability_features: bool,
    pub use_stylometric_features: bool,
    pub n_topics: usize,
}

Document kernel approximation for document-level features DocumentKernelApproximation

Fields

n_components: usize

n_components

use_topic_features: bool

use_topic_features

use_readability_features: bool

use_readability_features

use_stylometric_features: bool

use_stylometric_features

n_topics: usize

n_topics

Implementations

impl DocumentKernelApproximation

pub fn new(n_components: usize) -> Self

pub fn use_topic_features(self, use_topics: bool) -> Self

pub fn use_readability_features(self, use_readability: bool) -> Self

pub fn use_stylometric_features(self, use_stylometric: bool) -> Self

pub fn n_topics(self, n_topics: usize) -> Self

Trait Implementations

impl Clone for DocumentKernelApproximation

fn clone(&self) -> DocumentKernelApproximation

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DocumentKernelApproximation

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for DocumentKernelApproximation

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Fit<Vec<String>, ()> for DocumentKernelApproximation

type Fitted = FittedDocumentKernelApproximation

The fitted model type

fn fit(self, documents: &Vec<String>, _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 DocumentKernelApproximation

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

where __S: Serializer,

Serialize this value into the given Serde serializer.