pub struct FeatureSelectionConfig {
pub n_features: Option<usize>,
pub scoring_method: ScoringMethod,
pub cv_folds: usize,
pub alpha: f64,
pub correlation_threshold: f64,
pub variance_threshold: f64,
pub max_iterations: usize,
pub random_seed: Option<u64>,
pub regularization_alpha: f64,
pub max_lag: usize,
pub seasonal_period: Option<usize>,
}Expand description
Configuration for feature selection methods
Fields§
§n_features: Option<usize>Number of features to select (None = automatic)
scoring_method: ScoringMethodScoring method for wrapper methods
cv_folds: usizeCross-validation folds for wrapper methods
alpha: f64Significance level for statistical tests
correlation_threshold: f64Minimum correlation threshold for filter methods
variance_threshold: f64Minimum variance threshold for variance-based filtering
max_iterations: usizeMaximum number of iterations for wrapper methods
random_seed: Option<u64>Random seed for reproducibility
regularization_alpha: f64Regularization parameter for embedded methods
max_lag: usizeMaximum lag for time series specific methods
seasonal_period: Option<usize>Seasonal period for seasonal feature selection
Trait Implementations§
Source§impl Clone for FeatureSelectionConfig
impl Clone for FeatureSelectionConfig
Source§fn clone(&self) -> FeatureSelectionConfig
fn clone(&self) -> FeatureSelectionConfig
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 Debug for FeatureSelectionConfig
impl Debug for FeatureSelectionConfig
Auto Trait Implementations§
impl Freeze for FeatureSelectionConfig
impl RefUnwindSafe for FeatureSelectionConfig
impl Send for FeatureSelectionConfig
impl Sync for FeatureSelectionConfig
impl Unpin for FeatureSelectionConfig
impl UnsafeUnpin for FeatureSelectionConfig
impl UnwindSafe for FeatureSelectionConfig
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.