pub struct KNeighborsClassifier {
pub n_neighbors: usize,
pub weights: Weights,
pub metric: Metric,
pub p: f32,
/* private fields */
}Expand description
K-Nearest Neighbors Classifier
Fields§
§n_neighbors: usize§weights: Weights§metric: Metric§p: f32Implementations§
Source§impl KNeighborsClassifier
impl KNeighborsClassifier
pub fn new(n_neighbors: usize) -> Self
pub fn weights(self, weights: Weights) -> Self
pub fn metric(self, metric: Metric) -> Self
pub fn fit(&mut self, x: &Tensor, y: &Tensor)
pub fn predict(&self, x: &Tensor) -> Tensor
pub fn score(&self, x: &Tensor, y: &Tensor) -> f32
Auto Trait Implementations§
impl Freeze for KNeighborsClassifier
impl RefUnwindSafe for KNeighborsClassifier
impl Send for KNeighborsClassifier
impl Sync for KNeighborsClassifier
impl Unpin for KNeighborsClassifier
impl UnwindSafe for KNeighborsClassifier
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> 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 more