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AnomalyCheckResult

oxirs_stream::ml

Struct AnomalyCheckResult 

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pub struct AnomalyCheckResult {
    pub is_anomaly: bool,
    pub z_score: f64,
    pub window_mean: f64,
    pub window_stddev: f64,
    pub threshold: f64,
    pub window_samples: usize,
}
Expand description

Result of anomaly detection on a single value

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§is_anomaly: bool

Whether the value is anomalous

§z_score: f64

The Z-score of the value

§window_mean: f64

The current mean of the sliding window

§window_stddev: f64

The current standard deviation of the sliding window

§threshold: f64

The effective threshold used

§window_samples: usize

Number of samples in the window

Trait Implementations§

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impl Clone for AnomalyCheckResult

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fn clone(&self) -> AnomalyCheckResult

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 AnomalyCheckResult

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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 AnomalyCheckResult

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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 AnomalyCheckResult

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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

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