pub enum ScalingMethod<F: Float> {
Standard(bool, bool),
MinMax(F, F),
MaxAbs,
}
Expand description
Possible scaling methods for LinearScaler
- Standard (with mean, with std): subtracts the mean to each feature and scales it by the inverse of its standard deviation
- MinMax (min, max): scales each feature to fit in the range
min..=max
, default values are0..=1
- MaxAbs: scales each feature by the inverse of its maximum absolute value, so that it fits the range
-1..=1
Variants§
Trait Implementations§
source§impl<F: Clone + Float> Clone for ScalingMethod<F>
impl<F: Clone + Float> Clone for ScalingMethod<F>
source§fn clone(&self) -> ScalingMethod<F>
fn clone(&self) -> ScalingMethod<F>
Returns a copy 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<F: Float> Display for ScalingMethod<F>
impl<F: Float> Display for ScalingMethod<F>
source§impl<F: PartialEq + Float> PartialEq for ScalingMethod<F>
impl<F: PartialEq + Float> PartialEq for ScalingMethod<F>
source§fn eq(&self, other: &ScalingMethod<F>) -> bool
fn eq(&self, other: &ScalingMethod<F>) -> bool
This method tests for
self
and other
values to be equal, and is used
by ==
.impl<F: Eq + Float> Eq for ScalingMethod<F>
impl<F: Float> StructuralEq for ScalingMethod<F>
impl<F: Float> StructuralPartialEq for ScalingMethod<F>
Auto Trait Implementations§
impl<F> RefUnwindSafe for ScalingMethod<F>where
F: RefUnwindSafe,
impl<F> Send for ScalingMethod<F>
impl<F> Sync for ScalingMethod<F>
impl<F> Unpin for ScalingMethod<F>
impl<F> UnwindSafe for ScalingMethod<F>where
F: UnwindSafe,
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<Q, K> Equivalent<K> for Q
impl<Q, K> Equivalent<K> for Q
source§fn equivalent(&self, key: &K) -> bool
fn equivalent(&self, key: &K) -> bool
Compare self to
key
and return true
if they are equal.