pub struct ModelComplexity {
pub n_features: usize,
pub n_parameters: usize,
pub training_time: f64,
pub prediction_time: f64,
pub memory_usage: usize,
}Expand description
Model complexity assessment
Fields§
§n_features: usize§n_parameters: usize§training_time: f64§prediction_time: f64§memory_usage: usizeImplementations§
Source§impl ModelComplexity
impl ModelComplexity
Sourcepub fn new(
n_features: usize,
n_parameters: usize,
training_time: f64,
prediction_time: f64,
memory_usage: usize,
) -> Self
pub fn new( n_features: usize, n_parameters: usize, training_time: f64, prediction_time: f64, memory_usage: usize, ) -> Self
Create a new model complexity assessment
Sourcepub fn complexity_score(&self) -> f64
pub fn complexity_score(&self) -> f64
Compute complexity score (lower is better)
Sourcepub fn assess_complexity(&self) -> &'static str
pub fn assess_complexity(&self) -> &'static str
Assess complexity level
Trait Implementations§
Source§impl Clone for ModelComplexity
impl Clone for ModelComplexity
Source§fn clone(&self) -> ModelComplexity
fn clone(&self) -> ModelComplexity
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 Freeze for ModelComplexity
impl RefUnwindSafe for ModelComplexity
impl Send for ModelComplexity
impl Sync for ModelComplexity
impl Unpin for ModelComplexity
impl UnwindSafe for ModelComplexity
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.