pub struct RandomUnderSampler {
pub sampling_strategy: SamplingStrategy,
pub random_state: Option<u64>,
pub replacement: bool,
}Expand description
Random Under Sampler - removes majority class samples
Fields§
§sampling_strategy: SamplingStrategy§random_state: Option<u64>§replacement: boolImplementations§
Source§impl RandomUnderSampler
impl RandomUnderSampler
pub fn new() -> Self
pub fn sampling_strategy(self, s: SamplingStrategy) -> Self
pub fn fit_resample(&self, x: &Tensor, y: &Tensor) -> (Tensor, Tensor)
Trait Implementations§
Auto Trait Implementations§
impl Freeze for RandomUnderSampler
impl RefUnwindSafe for RandomUnderSampler
impl Send for RandomUnderSampler
impl Sync for RandomUnderSampler
impl Unpin for RandomUnderSampler
impl UnwindSafe for RandomUnderSampler
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