Struct GradientBoostingConfig

Source

pub struct GradientBoostingConfig {
    pub n_estimators: usize,
    pub learning_rate: Float,
    pub max_depth: usize,
    pub min_samples_split: usize,
    pub min_samples_leaf: usize,
    pub subsample: Float,
    pub loss_function: LossFunction,
    pub random_state: Option<u64>,
    pub tree_type: GradientBoostingTree,
    pub early_stopping: Option<usize>,
    pub validation_fraction: Float,
}

Expand description

Gradient boosting configuration

Fields§

§n_estimators: usize§learning_rate: Float§max_depth: usize§min_samples_split: usize§min_samples_leaf: usize§subsample: Float§loss_function: LossFunction§random_state: Option<u64>§tree_type: GradientBoostingTree§early_stopping: Option<usize>§validation_fraction: Float

GradientBoostingConfig

Struct GradientBoostingConfig Copy item path

Fields§

Trait Implementations§

impl Clone for GradientBoostingConfig

fn clone(&self) -> GradientBoostingConfig

fn clone_from(&mut self, source: &Self)

impl Debug for GradientBoostingConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

impl Default for GradientBoostingConfig

fn default() -> Self

Auto Trait Implementations§

impl Freeze for GradientBoostingConfig

impl RefUnwindSafe for GradientBoostingConfig

impl Send for GradientBoostingConfig

impl Sync for GradientBoostingConfig

impl Unpin for GradientBoostingConfig

impl UnwindSafe for GradientBoostingConfig

Blanket Implementations§

impl<T> Any for Twhere T: 'static + ?Sized,

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for Twhere T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for Twhere T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

impl<T> CloneToUninit for Twhere T: Clone,

unsafe fn clone_to_uninit(&self, dest: *mut u8)

impl<T> From<T> for T

fn from(t: T) -> T

impl<T, U> Into<U> for Twhere U: From<T>,

fn into(self) -> U

impl<T> IntoEither for T

fn into_either(self, into_left: bool) -> Either<Self, Self>

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>where F: FnOnce(&Self) -> bool,

impl<T> Pointable for T

const ALIGN: usize

type Init = T

unsafe fn init(init: <T as Pointable>::Init) -> usize

unsafe fn deref<'a>(ptr: usize) -> &'a T

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

unsafe fn drop(ptr: usize)

impl<T> ToOwned for Twhere T: Clone,

type Owned = T

fn to_owned(&self) -> T

fn clone_into(&self, target: &mut T)

impl<T, U> TryFrom<U> for Twhere U: Into<T>,

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<V, T> VZip<V> for Twhere V: MultiLane<T>,

fn vzip(self) -> V

Struct GradientBoostingConfig

impl<T> Any for T
where T: 'static + ?Sized,

impl<T> Borrow<T> for T
where T: ?Sized,

impl<T> BorrowMut<T> for T
where T: ?Sized,

impl<T> CloneToUninit for T
where T: Clone,

impl<T, U> Into<U> for T
where U: From<T>,

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

impl<T> ToOwned for T
where T: Clone,

impl<T, U> TryFrom<U> for T
where U: Into<T>,

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

impl<V, T> VZip<V> for T
where V: MultiLane<T>,