Struct StatisticalValidator

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pub struct StatisticalValidator {
    pub statistical_tests: bool,
    pub check_data_leakage: bool,
    pub check_feature_importance: bool,
    pub check_prediction_consistency: bool,
    pub min_sample_size: usize,
    pub alpha: f64,
    pub check_concept_drift: bool,
}

Expand description

Statistical validation and testing

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§statistical_tests: bool

Perform statistical significance tests

§check_data_leakage: bool

Test for data leakage

§check_feature_importance: bool

Validate feature importance

§check_prediction_consistency: bool

Test prediction consistency

§min_sample_size: usize

Minimum sample size for statistical tests

§alpha: f64

Alpha level for statistical tests

§check_concept_drift: bool

Test for concept drift

Implementations§

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impl StatisticalValidator

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pub fn strict() -> Self

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pub fn disabled() -> Self

Trait Implementations§

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impl Default for StatisticalValidator

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for StatisticalValidator

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

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

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

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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 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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