pub struct ElasticRegressionResult {
pub alpha: f64,
pub beta: Vec<f64>,
pub fitted_values: Vec<f64>,
pub residuals: Vec<f64>,
pub sse: f64,
pub r_squared: f64,
pub gammas: FdMatrix,
pub aligned_srsfs: FdMatrix,
pub n_iter: usize,
}Expand description
Result of elastic scalar-on-function regression.
Fields§
§alpha: f64Intercept.
beta: Vec<f64>Regression function β(t), length m.
fitted_values: Vec<f64>Fitted values, length n.
residuals: Vec<f64>Residuals, length n.
sse: f64Residual sum of squares.
r_squared: f64Coefficient of determination.
gammas: FdMatrixFinal warping functions (n × m).
aligned_srsfs: FdMatrixAligned SRSFs (n × m).
n_iter: usizeNumber of iterations used.
Trait Implementations§
Source§impl Clone for ElasticRegressionResult
impl Clone for ElasticRegressionResult
Source§fn clone(&self) -> ElasticRegressionResult
fn clone(&self) -> ElasticRegressionResult
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 moreAuto Trait Implementations§
impl Freeze for ElasticRegressionResult
impl RefUnwindSafe for ElasticRegressionResult
impl Send for ElasticRegressionResult
impl Sync for ElasticRegressionResult
impl Unpin for ElasticRegressionResult
impl UnsafeUnpin for ElasticRegressionResult
impl UnwindSafe for ElasticRegressionResult
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 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.