pub enum ImputeStrategy<F> {
Mean,
Median,
MostFrequent,
Constant(F),
}Expand description
The strategy used to compute the fill value for each column.
Variants§
Mean
Replace NaN with the column mean (ignoring NaN values).
Median
Replace NaN with the column median (ignoring NaN values).
MostFrequent
Replace NaN with the most frequently occurring value in the column.
Constant(F)
Replace NaN with a fixed constant value.
Trait Implementations§
Source§impl<F: Clone> Clone for ImputeStrategy<F>
impl<F: Clone> Clone for ImputeStrategy<F>
Source§fn clone(&self) -> ImputeStrategy<F>
fn clone(&self) -> ImputeStrategy<F>
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<F: Debug> Debug for ImputeStrategy<F>
impl<F: Debug> Debug for ImputeStrategy<F>
Source§impl<F: PartialEq> PartialEq for ImputeStrategy<F>
impl<F: PartialEq> PartialEq for ImputeStrategy<F>
impl<F> StructuralPartialEq for ImputeStrategy<F>
Auto Trait Implementations§
impl<F> Freeze for ImputeStrategy<F>where
F: Freeze,
impl<F> RefUnwindSafe for ImputeStrategy<F>where
F: RefUnwindSafe,
impl<F> Send for ImputeStrategy<F>where
F: Send,
impl<F> Sync for ImputeStrategy<F>where
F: Sync,
impl<F> Unpin for ImputeStrategy<F>where
F: Unpin,
impl<F> UnsafeUnpin for ImputeStrategy<F>where
F: UnsafeUnpin,
impl<F> UnwindSafe for ImputeStrategy<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<T> DistributionExt for Twhere
T: ?Sized,
impl<T> DistributionExt for Twhere
T: ?Sized,
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<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§fn to_subset_unchecked(&self) -> SS
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.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.