Struct linfa_bayes::MultinomialNbValidParams

pub struct MultinomialNbValidParams<F, L> { /* private fields */ }

A verified hyper-parameter set ready for the estimation of a Multinomial Naive Bayes model.

See MultinomialNb for information on the model and MultinomialNbParams for information on hyperparameters.

Implementations

impl<F: Float, L> MultinomialNbValidParams<F, L>

pub fn alpha(&self) -> F

Get the variance smoothing

Trait Implementations

impl<F: Clone, L: Clone> Clone for MultinomialNbValidParams<F, L>

fn clone(&self) -> MultinomialNbValidParams<F, L>

Returns a copy of the value.

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

Performs copy-assignment from source.

impl<F: Debug, L: Debug> Debug for MultinomialNbValidParams<F, L>

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

Formats the value using the given formatter.

impl<F, L, D, T> Fit<ArrayBase<D, Dim<[usize; 2]>>, T, NaiveBayesError> for MultinomialNbValidParams<F, L>where F: Float, L: Label + Ord, D: Data<Elem = F>, T: AsSingleTargets<Elem = L> + Labels<Elem = L>,

type Object = MultinomialNb<F, L>

fn fit( &self, dataset: &DatasetBase<ArrayBase<D, Ix2>, T> ) -> Result<Self::Object>

impl<'a, F, L, D, T> FitWith<'a, ArrayBase<D, Dim<[usize; 2]>>, T, NaiveBayesError> for MultinomialNbValidParams<F, L>where F: Float, L: Label + 'a, D: Data<Elem = F>, T: AsSingleTargets<Elem = L> + Labels<Elem = L>,

type ObjectIn = Option<MultinomialNb<F, L>>

type ObjectOut = Option<MultinomialNb<F, L>>

fn fit_with( &self, model_in: Self::ObjectIn, dataset: &DatasetBase<ArrayBase<D, Ix2>, T> ) -> Result<Self::ObjectOut>

impl<F: PartialEq, L: PartialEq> PartialEq for MultinomialNbValidParams<F, L>

fn eq(&self, other: &MultinomialNbValidParams<F, L>) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl<F: Eq, L: Eq> Eq for MultinomialNbValidParams<F, L>

impl<F, L> StructuralEq for MultinomialNbValidParams<F, L>

impl<F, L> StructuralPartialEq for MultinomialNbValidParams<F, L>