Struct distimate::EstimationFitQuality

pub struct EstimationFitQuality {
    pub mean_absolute_percentage_error: f64,
    pub root_mean_square_error: f64,
    pub distribution_mean: f64,
    pub distribution_median: f64,
    pub distribution_mode: f64,
    pub within_50_percent: f64,
    pub within_68_percent: f64,
    pub within_95_percent: f64,
    pub sample_size: usize,
}

Expand description

Represents the quality of fit for an estimation distribution.

Fields§

§mean_absolute_percentage_error: f64

Mean Absolute Percentage Error (MAPE)

§root_mean_square_error: f64

Root Mean Square Error (RMSE)

§distribution_mean: f64

Mean of the fitted distribution

§distribution_median: f64

Median of the fitted distribution

§distribution_mode: f64

Mode of the fitted distribution

§within_50_percent: f64

Proportion of data within 50% confidence interval (interquartile range)

§within_68_percent: f64

Proportion of data within 68% confidence interval (approx. 1 std dev)

§within_95_percent: f64

Proportion of data within 95% confidence interval (approx. 2 std dev)

§sample_size: usize

The number of data points used in the calculation

Trait Implementations§

impl Clone for EstimationFitQuality

fn clone(&self) -> EstimationFitQuality

Returns a copy of the value. Read more

1.0.0 · source§

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

Performs copy-assignment from source. Read more

impl Debug for EstimationFitQuality

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

Formats the value using the given formatter. Read more

impl PartialEq for EstimationFitQuality

fn eq(&self, other: &EstimationFitQuality) -> bool

Tests for self and other values to be equal, and is used by ==.

1.0.0 · source§

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for EstimationFitQuality

Auto Trait Implementations§

impl Freeze for EstimationFitQuality

impl RefUnwindSafe for EstimationFitQuality

impl Send for EstimationFitQuality

impl Sync for EstimationFitQuality

impl Unpin for EstimationFitQuality

impl UnwindSafe for EstimationFitQuality

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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

unsafe fn clone_to_uninit(&self, dst: *mut T)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dst. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> Same for T

type Output = T

Should always be Self

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

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

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

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

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

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

Performs the conversion.

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

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

The type returned in the event of a conversion error.

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

Performs the conversion.

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

fn vzip(self) -> V

impl<T> Scalar for T
where T: 'static + Clone + PartialEq + Debug,