pub enum ProjectionMethod {
TSne,
Pca,
None,
}Expand description
Should the data be projected into a lower-dimensional space before clustering, if so how?
Variants§
TSne
Use t-SNE to project the data into a lower-dimensional space
Pca
Use PCA to project the data into a lower-dimensional space
None
Don’t project the data
Implementations§
Source§impl ProjectionMethod
impl ProjectionMethod
Sourcepub fn project(
self,
samples: AnalysisArray,
) -> Result<Array2<Feature>, ProjectionError>
pub fn project( self, samples: AnalysisArray, ) -> Result<Array2<Feature>, ProjectionError>
Project the data into a lower-dimensional space
§Errors
Will return an error if there was an error projecting the data into a lower-dimensional space
Trait Implementations§
Source§impl Clone for ProjectionMethod
impl Clone for ProjectionMethod
Source§fn clone(&self) -> ProjectionMethod
fn clone(&self) -> ProjectionMethod
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for ProjectionMethod
impl Debug for ProjectionMethod
Source§impl Default for ProjectionMethod
impl Default for ProjectionMethod
Source§fn default() -> ProjectionMethod
fn default() -> ProjectionMethod
Returns the “default value” for a type. Read more
impl Copy for ProjectionMethod
Auto Trait Implementations§
impl Freeze for ProjectionMethod
impl RefUnwindSafe for ProjectionMethod
impl Send for ProjectionMethod
impl Sync for ProjectionMethod
impl Unpin for ProjectionMethod
impl UnwindSafe for ProjectionMethod
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§impl<F, T> IntoSample<T> for Fwhere
T: FromSample<F>,
impl<F, T> IntoSample<T> for Fwhere
T: FromSample<F>,
fn into_sample(self) -> T
Source§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§unsafe fn to_subset_unchecked(&self) -> SS
unsafe fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.