OutlierMethod

rust_data_processing::outliers

Enum OutlierMethod 

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pub enum OutlierMethod {
    ZScore {
        threshold: f64,
    },
    Iqr {
        k: f64,
    },
    Mad {
        threshold: f64,
    },
}

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ZScore

Standard z-score outliers: (|x - mean| / std > threshold).

Fields

§threshold: f64
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Iqr

Tukey fences using IQR: (x < Q1 - k·IQR) or (x > Q3 + k·IQR).

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§k: f64
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Mad

Median absolute deviation (MAD) based score: (0.6745·|x - median| / MAD > threshold).

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§threshold: f64

Trait Implementations§

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impl Clone for OutlierMethod

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fn clone(&self) -> OutlierMethod

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for OutlierMethod

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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 for OutlierMethod

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fn eq(&self, other: &OutlierMethod) -> 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.
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impl Copy for OutlierMethod

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impl StructuralPartialEq for OutlierMethod

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impl<T> Any for T
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🔬This is a nightly-only experimental API. (clone_to_uninit)
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fn align() -> usize

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Get a reference to the key from the given memory location. Read more
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unsafe fn drop_in_place(ptr: *mut u8)

Drop the key in place. Read more
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