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RegressionDetectionConfig

trustformers_debug::regression_detector

Struct RegressionDetectionConfig 

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pub struct RegressionDetectionConfig {
    pub enable_detection: bool,
    pub min_data_points: usize,
    pub significance_threshold: f64,
    pub min_degradation_threshold: f64,
    pub max_history_hours: u64,
    pub ema_smoothing_factor: f64,
    pub enable_ml_detection: bool,
    pub ml_confidence_threshold: f64,
    pub enable_seasonal_adjustment: bool,
    pub enable_outlier_filtering: bool,
}
Expand description

Configuration for regression detection

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§enable_detection: bool

Enable regression detection

§min_data_points: usize

Minimum number of data points for analysis

§significance_threshold: f64

Statistical significance threshold (p-value)

§min_degradation_threshold: f64

Minimum performance degradation percentage to trigger alert

§max_history_hours: u64

Maximum historical data window in hours

§ema_smoothing_factor: f64

Smoothing factor for exponential moving averages

§enable_ml_detection: bool

Enable advanced ML-based detection

§ml_confidence_threshold: f64

Confidence threshold for ML predictions

§enable_seasonal_adjustment: bool

Enable seasonal adjustment

§enable_outlier_filtering: bool

Enable outlier detection before regression analysis

Trait Implementations§

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impl Clone for RegressionDetectionConfig

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fn clone(&self) -> RegressionDetectionConfig

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 RegressionDetectionConfig

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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 Default for RegressionDetectionConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for RegressionDetectionConfig

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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 RegressionDetectionConfig

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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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