Struct linfa_clustering::AppxDbscanParams

pub struct AppxDbscanParams<F: Float, N>(_);

Helper struct for building a set of Approximated DBSCAN hyperparameters

Implementations

impl<F: Float, N> AppxDbscanParams<F, N>

pub fn tolerance(self, tolerance: F) -> Self

Set the tolerance

pub fn slack(self, slack: F) -> Self

Set the slack

pub fn nn_algo(self, nn_algo: N) -> Self

Set the nearest neighbour algorithm to be used

Trait Implementations

impl<F: Clone + Float, N: Clone> Clone for AppxDbscanParams<F, N>

fn clone(&self) -> AppxDbscanParams<F, N>

Returns a copy of the value.

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

Performs copy-assignment from source.

impl<F: Debug + Float, N: Debug> Debug for AppxDbscanParams<F, N>

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

Formats the value using the given formatter.

impl<F: Float, N> ParamGuard for AppxDbscanParams<F, N>

type Checked = AppxDbscanValidParams<F, N>

The checked hyperparameters

type Error = AppxDbscanParamsError

Error type resulting from failed hyperparameter checking

fn check_ref(&self) -> Result<&Self::Checked, Self::Error>

Checks the hyperparameters and returns a reference to the checked hyperparameters if successful

fn check(self) -> Result<Self::Checked, Self::Error>

Checks the hyperparameters and returns the checked hyperparameters if successful

fn check_unwrap(self) -> Self::Checkedwhere
    Self: Sized,

Calls check() and unwraps the result

impl<F: PartialEq + Float, N: PartialEq> PartialEq<AppxDbscanParams<F, N>> for AppxDbscanParams<F, N>

fn eq(&self, other: &AppxDbscanParams<F, N>) -> 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: Float, N> StructuralPartialEq for AppxDbscanParams<F, N>

impl<F: Float, N> TransformGuard for AppxDbscanParams<F, N>