pub struct OptimizationResult<T> {
pub best_parameters: HashMap<String, T>,
pub best_score: T,
pub parameter_scores: Vec<(HashMap<String, T>, T)>,
pub iterations: usize,
pub converged: bool,
pub optimization_time_ms: u64,
}Expand description
Results from parameter optimization
Fields§
§best_parameters: HashMap<String, T>Best parameters found
best_score: TBest validation score
parameter_scores: Vec<(HashMap<String, T>, T)>Validation scores for all parameter combinations tested
iterations: usizeNumber of optimization iterations performed
converged: boolWhether optimization converged
optimization_time_ms: u64Time taken for optimization (milliseconds)
Trait Implementations§
Source§impl<T: Clone> Clone for OptimizationResult<T>
impl<T: Clone> Clone for OptimizationResult<T>
Source§fn clone(&self) -> OptimizationResult<T>
fn clone(&self) -> OptimizationResult<T>
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 moreAuto Trait Implementations§
impl<T> Freeze for OptimizationResult<T>where
T: Freeze,
impl<T> RefUnwindSafe for OptimizationResult<T>where
T: RefUnwindSafe,
impl<T> Send for OptimizationResult<T>where
T: Send,
impl<T> Sync for OptimizationResult<T>where
T: Sync,
impl<T> Unpin for OptimizationResult<T>where
T: Unpin,
impl<T> UnwindSafe for OptimizationResult<T>where
T: 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> 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.