pub struct LinearRegressionModel { /* private fields */ }Expand description
Linear regression model implementation
Implementations§
Trait Implementations§
Source§impl Debug for LinearRegressionModel
impl Debug for LinearRegressionModel
Source§impl Default for LinearRegressionModel
impl Default for LinearRegressionModel
Source§impl PerformancePredictionModel for LinearRegressionModel
impl PerformancePredictionModel for LinearRegressionModel
Source§fn predict_performance(
&self,
_characteristics: &ProblemCharacteristics,
) -> Result<HashMap<String, f64>, AnalysisError>
fn predict_performance( &self, _characteristics: &ProblemCharacteristics, ) -> Result<HashMap<String, f64>, AnalysisError>
Predict performance metrics
Source§fn train(
&mut self,
_training_data: &[TrainingExample],
) -> Result<(), AnalysisError>
fn train( &mut self, _training_data: &[TrainingExample], ) -> Result<(), AnalysisError>
Train model with new data
Source§fn get_accuracy(&self) -> f64
fn get_accuracy(&self) -> f64
Get model accuracy
Source§fn get_model_name(&self) -> &'static str
fn get_model_name(&self) -> &'static str
Get model name
Auto Trait Implementations§
impl Freeze for LinearRegressionModel
impl RefUnwindSafe for LinearRegressionModel
impl Send for LinearRegressionModel
impl Sync for LinearRegressionModel
impl Unpin for LinearRegressionModel
impl UnwindSafe for LinearRegressionModel
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 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.