OutlierDetector

sklears_utils::preprocessing

Struct OutlierDetector

pub struct OutlierDetector;

Expand description

Outlier detection methods

Implementations§

impl OutlierDetector

pub fn zscore_outliers<T>(data: &ArrayView1<'_, T>, threshold: T) -> Vec<usize>
where T: Float + Clone + Sum,

Detect outliers using Z-score method

pub fn iqr_outliers<T>(data: &ArrayView1<'_, T>, multiplier: T) -> Vec<usize>
where T: Float + Clone + PartialOrd,

Detect outliers using IQR (Interquartile Range) method

pub fn modified_zscore_outliers<T>( data: &ArrayView1<'_, T>, threshold: T, ) -> Vec<usize>
where T: Float + Clone + PartialOrd,

Detect outliers using modified Z-score method (using median)

Auto Trait Implementations§

impl Freeze for OutlierDetector

impl RefUnwindSafe for OutlierDetector

impl Send for OutlierDetector

impl Sync for OutlierDetector

impl Unpin for OutlierDetector

impl UnwindSafe for OutlierDetector

Blanket Implementations§

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

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