Struct SubsequenceKernel 

pub struct SubsequenceKernel { /* private fields */ }

Subsequence kernel that counts all shared subsequences (with gaps) SubsequenceKernel

Implementations

impl SubsequenceKernel

pub fn new(max_length: usize, gap_penalty: f64) -> Self

Create new subsequence kernel

pub fn normalize(self, normalize: bool) -> Self

Set normalization

Trait Implementations

impl Clone for SubsequenceKernel

fn clone(&self) -> SubsequenceKernel

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SubsequenceKernel

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

Formats the value using the given formatter.

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

type Fitted = FittedSubsequenceKernel

The fitted model type

fn fit(self, sequences: &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