Struct CalibrationReport

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pub struct CalibrationReport {
    pub total_predictions: usize,
    pub overall_accuracy: f32,
    pub avg_confidence: f32,
    pub brier_score: f32,
    pub ece: f32,
    pub mce: f32,
    pub bins: Vec<ConfidenceBin>,
    pub diagnosis: CalibrationDiagnosis,
    pub recommendations: Vec<String>,
    pub category_stats: HashMap<String, CategoryCalibration>,
}

Expand description

Calibration report

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§total_predictions: usize

Total predictions analyzed

§overall_accuracy: f32

Overall accuracy

§avg_confidence: f32

Average confidence

§brier_score: f32

Brier score (lower is better, 0 = perfect)

§ece: f32

Expected Calibration Error

§mce: f32

Maximum Calibration Error

§bins: Vec<ConfidenceBin>

Confidence bins

§diagnosis: CalibrationDiagnosis

Calibration diagnosis

§recommendations: Vec<String>

Recommendations

§category_stats: HashMap<String, CategoryCalibration>

Per-category stats

Implementations§

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impl CalibrationReport

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pub fn format(&self) -> String

Format as a readable report

Trait Implementations§

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impl Clone for CalibrationReport

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fn clone(&self) -> CalibrationReport

Returns a duplicate 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 CalibrationReport

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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<'de> Deserialize<'de> for CalibrationReport

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fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

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impl Serialize for CalibrationReport

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fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

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impl UnwindSafe for CalibrationReport

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,

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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 T
where 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> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

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

Performs copy-assignment from self to dest. 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> FromRef<T> for T
where T: Clone,

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fn from_ref(input: &T) -> T

Converts to this type from a reference to the input type.

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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impl<T, U> Into for T
where 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> IntoEither for T

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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 more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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 more

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