Struct linregress::RegressionParameters
source · [−]pub struct RegressionParameters {
pub intercept_value: f64,
pub regressor_names: Vec<String>,
pub regressor_values: Vec<f64>,
}Expand description
A parameter of a fitted RegressionModel given for the intercept and each regressor.
The values and names of the regressors are given in the same order.
You can obtain name value pairs using pairs.
Fields
intercept_value: f64regressor_names: Vec<String>regressor_values: Vec<f64>Implementations
sourceimpl RegressionParameters
impl RegressionParameters
sourcepub fn pairs(&self) -> Vec<(&str, f64)>
pub fn pairs(&self) -> Vec<(&str, f64)>
Returns the parameters as a Vec of tuples of the form (name: &str, value: f64).
Usage
use linregress::{FormulaRegressionBuilder, RegressionDataBuilder};
let y = vec![1.,2. ,3. , 4.];
let x1 = vec![4., 3., 2., 1.];
let x2 = vec![1., 2., 3., 4.];
let data = vec![("Y", y), ("X1", x1), ("X2", x2)];
let data = RegressionDataBuilder::new().build_from(data)?;
let model = FormulaRegressionBuilder::new().data(&data).formula("Y ~ X1 + X2").fit()?;
let pairs = model.parameters.pairs();
assert_eq!(pairs[0], ("X1", -0.0370370370370372));
assert_eq!(pairs[1], ("X2", 0.9629629629629629));Trait Implementations
sourceimpl Clone for RegressionParameters
impl Clone for RegressionParameters
sourcefn clone(&self) -> RegressionParameters
fn clone(&self) -> RegressionParameters
Returns a copy of the value. Read more
1.0.0 · sourcefn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from source. Read more
Auto Trait Implementations
impl RefUnwindSafe for RegressionParameters
impl Send for RegressionParameters
impl Sync for RegressionParameters
impl Unpin for RegressionParameters
impl UnwindSafe for RegressionParameters
Blanket Implementations
sourceimpl<T> BorrowMut<T> for T where
T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
const: unstable · sourcepub fn borrow_mut(&mut self) -> &mut T
pub fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
sourceimpl<SS, SP> SupersetOf<SS> for SP where
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SP where
SS: SubsetOf<SP>,
sourcepub fn to_subset(&self) -> Option<SS>
pub fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct self from the equivalent element of its
superset. Read more
sourcepub fn is_in_subset(&self) -> bool
pub fn is_in_subset(&self) -> bool
Checks if self is actually part of its subset T (and can be converted to it).
sourcepub fn to_subset_unchecked(&self) -> SS
pub fn to_subset_unchecked(&self) -> SS
Use with care! Same as self.to_subset but without any property checks. Always succeeds.
sourcepub fn from_subset(element: &SS) -> SP
pub fn from_subset(element: &SS) -> SP
The inclusion map: converts self to the equivalent element of its superset.
sourceimpl<T> ToOwned for T where
T: Clone,
impl<T> ToOwned for T where
T: Clone,
type Owned = T
type Owned = T
The resulting type after obtaining ownership.
sourcepub fn to_owned(&self) -> T
pub fn to_owned(&self) -> T
Creates owned data from borrowed data, usually by cloning. Read more
sourcepub fn clone_into(&self, target: &mut T)
pub fn clone_into(&self, target: &mut T)
toowned_clone_into)Uses borrowed data to replace owned data, usually by cloning. Read more