Struct SyntacticKernelApproximation 

pub struct SyntacticKernelApproximation {
    pub n_components: usize,
    pub max_tree_depth: usize,
    pub use_pos_tags: bool,
    pub use_dependencies: bool,
    pub tree_kernel_type: TreeKernelType,
}

Syntactic kernel approximation using parse trees and grammatical features SyntacticKernelApproximation

Fields

n_components: usize

n_components

max_tree_depth: usize

max_tree_depth

use_pos_tags: bool

use_pos_tags

use_dependencies: bool

use_dependencies

tree_kernel_type: TreeKernelType

tree_kernel_type

Implementations

impl SyntacticKernelApproximation

pub fn new(n_components: usize) -> Self

pub fn max_tree_depth(self, depth: usize) -> Self

pub fn use_pos_tags(self, use_pos: bool) -> Self

pub fn use_dependencies(self, use_deps: bool) -> Self

pub fn tree_kernel_type(self, kernel_type: TreeKernelType) -> Self

Trait Implementations

impl Clone for SyntacticKernelApproximation

fn clone(&self) -> SyntacticKernelApproximation

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SyntacticKernelApproximation

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for SyntacticKernelApproximation

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 SyntacticKernelApproximation

type Fitted = FittedSyntacticKernelApproximation

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 SyntacticKernelApproximation

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

where __S: Serializer,

Serialize this value into the given Serde serializer.