Struct linfa::metrics::ReceiverOperatingCharacteristic

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pub struct ReceiverOperatingCharacteristic { /* private fields */ }

Expand description

A Receiver Operating Characteristic for binary-label classification

The ROC curve gives insight about the seperability of a binary classification task.

Implementations

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impl ReceiverOperatingCharacteristic

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pub fn get_curve(&self) -> Vec<(f32, f32 )>

Returns the true-positive, false-positive curve

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pub fn get_thresholds(&self) -> Vec<f32>

Returns the threshold corresponding to each point

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pub fn area_under_curve(&self) -> f32

Returns the Area-Under-Curve metric

Trait Implementations

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impl Clone for ReceiverOperatingCharacteristic

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fn clone(&self) -> ReceiverOperatingCharacteristic

Returns a copy of the value. Read more

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

Performs copy-assignment from source. Read more

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impl Debug for ReceiverOperatingCharacteristic

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

Formats the value using the given formatter. Read more

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impl PartialEq<ReceiverOperatingCharacteristic> for ReceiverOperatingCharacteristic

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

This method tests for self and other values to be equal, and is used by ==. Read more

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

This method tests for !=.

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impl StructuralPartialEq for ReceiverOperatingCharacteristic

Auto Trait Implementations

impl RefUnwindSafe for ReceiverOperatingCharacteristic

impl Send for ReceiverOperatingCharacteristic

impl Sync for ReceiverOperatingCharacteristic

impl Unpin for ReceiverOperatingCharacteristic

impl UnwindSafe for ReceiverOperatingCharacteristic

Blanket Implementations

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

const: unstable · source

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

const: unstable · source

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

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

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

const: unstable · source

fn into(self) -> U

Calls U::from(self).

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

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

type Owned = T

The resulting type after obtaining ownership.

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fn to_owned(&self) -> T

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

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

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

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

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

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

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

Struct linfa::metrics::ReceiverOperatingCharacteristic

Implementations

impl ReceiverOperatingCharacteristic

pub fn get_curve(&self) -> Vec<(f32, f32)>

pub fn get_thresholds(&self) -> Vec<f32>

pub fn area_under_curve(&self) -> f32

Trait Implementations

impl Clone for ReceiverOperatingCharacteristic

fn clone(&self) -> ReceiverOperatingCharacteristic

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

impl Debug for ReceiverOperatingCharacteristic

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

impl PartialEq<ReceiverOperatingCharacteristic> for ReceiverOperatingCharacteristic

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

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

impl StructuralPartialEq for ReceiverOperatingCharacteristic

Auto Trait Implementations

impl RefUnwindSafe for ReceiverOperatingCharacteristic

impl Send for ReceiverOperatingCharacteristic

impl Sync for ReceiverOperatingCharacteristic

impl Unpin for ReceiverOperatingCharacteristic

impl UnwindSafe for ReceiverOperatingCharacteristic

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

fn from(t: T) -> T

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

fn into(self) -> U

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

type Owned = T

fn to_owned(&self) -> T

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

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

type Error = Infallible

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

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

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

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

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

fn vzip(self) -> V

pub fn get_curve(&self) -> Vec<(f32, f32 )>

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

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

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

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

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

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

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

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