pub struct MLPipelineConfig {
pub random_state: Option<u64>,
pub test_size: f64,
pub cv_folds: usize,
pub stratify: bool,
pub balancing_strategy: Option<BalancingStrategy>,
pub scaling_method: Option<ScalingMethod>,
}
Expand description
Configuration for ML pipeline integration
Fields§
§random_state: Option<u64>
Random seed for reproducibility
test_size: f64
Default test size for train/test splits
cv_folds: usize
Number of folds for cross-validation
stratify: bool
Whether to stratify splits for classification
balancing_strategy: Option<BalancingStrategy>
Data balancing strategy
scaling_method: Option<ScalingMethod>
Feature scaling method
Trait Implementations§
Source§impl Clone for MLPipelineConfig
impl Clone for MLPipelineConfig
Source§fn clone(&self) -> MLPipelineConfig
fn clone(&self) -> MLPipelineConfig
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 MLPipelineConfig
impl Debug for MLPipelineConfig
Source§impl Default for MLPipelineConfig
impl Default for MLPipelineConfig
Source§impl<'de> Deserialize<'de> for MLPipelineConfig
impl<'de> Deserialize<'de> for MLPipelineConfig
Source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Auto Trait Implementations§
impl Freeze for MLPipelineConfig
impl RefUnwindSafe for MLPipelineConfig
impl Send for MLPipelineConfig
impl Sync for MLPipelineConfig
impl Unpin for MLPipelineConfig
impl UnwindSafe for MLPipelineConfig
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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.