pub struct ClassificationMetrics<T> { /* private fields */ }
Expand description

Use these metrics to compare classification models.

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impl<T: Number + RealNumber + FloatNumber> ClassificationMetrics<T>

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pub fn recall() -> Recall<T>

Recall, see recall.

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pub fn precision() -> Precision<T>

Precision, see precision.

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pub fn f1(beta: f64) -> F1<T>

F1 score, also known as balanced F-score or F-measure, see F1.

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pub fn roc_auc_score() -> AUC<T>

Area Under the Receiver Operating Characteristic Curve (ROC AUC), see AUC.

Auto Trait Implementations§

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impl<T> RefUnwindSafe for ClassificationMetrics<T>where T: RefUnwindSafe,

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impl<T> Send for ClassificationMetrics<T>where T: Send,

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impl<T> Sync for ClassificationMetrics<T>where T: Sync,

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impl<T> Unpin for ClassificationMetrics<T>where T: Unpin,

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impl<T> UnwindSafe for ClassificationMetrics<T>where T: UnwindSafe,

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impl<T> Any for Twhere 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 Twhere T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for Twhere T: ?Sized,

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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

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fn from(t: T) -> T

Returns the argument unchanged.

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

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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, U> TryFrom<U> for Twhere U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

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

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.