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: Debug + Float> Debug for ScalingMethod<F>
impl<F: Debug + Float> Debug for ScalingMethod<F>
Source§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>
impl<F: Eq + Float> Eq for ScalingMethod<F>
impl<F: Float> StructuralPartialEq for ScalingMethod<F>
Auto Trait Implementations§
impl<F> Freeze for ScalingMethod<F>where
F: Freeze,
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<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
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.§impl<Q, K> Equivalent<K> for Q
impl<Q, K> Equivalent<K> for Q
§fn equivalent(&self, key: &K) -> bool
fn equivalent(&self, key: &K) -> bool
Checks if this value is equivalent to the given key. Read more
§impl<Q, K> Equivalent<K> for Q
impl<Q, K> Equivalent<K> for Q
§fn equivalent(&self, key: &K) -> bool
fn equivalent(&self, key: &K) -> bool
Compare self to
key and return true if they are equal.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§impl<T> Pointable for T
impl<T> Pointable for T
§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
§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 more§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).§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.§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.