pub enum MetaLearningStrategy {
LinearRegression,
Ridge(Float),
Lasso(Float),
ElasticNet(Float, Float),
LogisticRegression,
SVM,
NeuralNetwork,
BayesianAveraging,
}Expand description
Meta-learning strategies for combining predictions
Variants§
LinearRegression
Simple linear regression (default)
Ridge(Float)
Ridge regression with L2 regularization
Lasso(Float)
Lasso regression with L1 regularization
ElasticNet(Float, Float)
Elastic net with combined L1/L2 regularization
LogisticRegression
Logistic regression for classification
SVM
Support Vector Machine
NeuralNetwork
Neural network meta-learner
BayesianAveraging
Bayesian averaging
Trait Implementations§
Source§impl Clone for MetaLearningStrategy
impl Clone for MetaLearningStrategy
Source§fn clone(&self) -> MetaLearningStrategy
fn clone(&self) -> MetaLearningStrategy
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 MetaLearningStrategy
impl Debug for MetaLearningStrategy
Source§impl PartialEq for MetaLearningStrategy
impl PartialEq for MetaLearningStrategy
impl Copy for MetaLearningStrategy
impl StructuralPartialEq for MetaLearningStrategy
Auto Trait Implementations§
impl Freeze for MetaLearningStrategy
impl RefUnwindSafe for MetaLearningStrategy
impl Send for MetaLearningStrategy
impl Sync for MetaLearningStrategy
impl Unpin for MetaLearningStrategy
impl UnwindSafe for MetaLearningStrategy
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 more