pub struct AutoFeatureEngineer<State = Untrained> { /* private fields */ }Expand description
Automated feature engineering transformer
Implementations§
Source§impl AutoFeatureEngineer<Untrained>
impl AutoFeatureEngineer<Untrained>
Sourcepub fn new(config: AutoFeatureConfig) -> Self
pub fn new(config: AutoFeatureConfig) -> Self
Create a new automated feature engineer
Sourcepub fn config(&self) -> &AutoFeatureConfig
pub fn config(&self) -> &AutoFeatureConfig
Get the configuration
Trait Implementations§
Source§impl Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>> for AutoFeatureEngineer<Untrained>
impl Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>> for AutoFeatureEngineer<Untrained>
Source§type Fitted = AutoFeatureEngineerFitted
type Fitted = AutoFeatureEngineerFitted
The fitted model type
Source§fn fit(
self,
x: &Array2<f64>,
y: &Array1<f64>,
) -> Result<AutoFeatureEngineerFitted>
fn fit( self, x: &Array2<f64>, y: &Array1<f64>, ) -> Result<AutoFeatureEngineerFitted>
Fit the model to the provided data with validation
Source§fn fit_with_validation(
self,
x: &X,
y: &Y,
_x_val: Option<&X>,
_y_val: Option<&Y>,
) -> Result<(Self::Fitted, FitMetrics), SklearsError>where
Self: Sized,
fn fit_with_validation(
self,
x: &X,
y: &Y,
_x_val: Option<&X>,
_y_val: Option<&Y>,
) -> Result<(Self::Fitted, FitMetrics), SklearsError>where
Self: Sized,
Fit with custom validation and early stopping
Auto Trait Implementations§
impl<State> Freeze for AutoFeatureEngineer<State>
impl<State> RefUnwindSafe for AutoFeatureEngineer<State>where
State: RefUnwindSafe,
impl<State> Send for AutoFeatureEngineer<State>where
State: Send,
impl<State> Sync for AutoFeatureEngineer<State>where
State: Sync,
impl<State> Unpin for AutoFeatureEngineer<State>where
State: Unpin,
impl<State> UnwindSafe for AutoFeatureEngineer<State>where
State: 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> 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