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ForecastingConfig

oxirs_stream::predictive_analytics

Struct ForecastingConfig 

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pub struct ForecastingConfig {
Show 13 fields
    pub algorithm: ForecastAlgorithm,
    pub horizon: usize,
    pub confidence_level: f64,
    pub window_size: usize,
    pub min_data_points: usize,
    pub auto_retrain: bool,
    pub retrain_threshold: f64,
    pub seasonal_period: Option<usize>,
    pub enable_trend_detection: bool,
    pub enable_seasonality_detection: bool,
    pub max_ar_terms: usize,
    pub max_ma_terms: usize,
    pub differencing_order: usize,

}
Expand description

Configuration for predictive analytics

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§algorithm: ForecastAlgorithm

Forecasting algorithm to use

§horizon: usize

Number of steps ahead to forecast

§confidence_level: f64

Confidence level for prediction intervals (e.g., 0.95 for 95%)

§window_size: usize

Window size for training data

§min_data_points: usize

Minimum data points required before forecasting

§auto_retrain: bool

Enable automatic retraining when accuracy drops

§retrain_threshold: f64

Retraining threshold (forecast error threshold)

§seasonal_period: Option<usize>

Seasonal period (e.g., 24 for hourly data with daily seasonality)

§enable_trend_detection: bool

Enable trend detection

§enable_seasonality_detection: bool

Enable seasonality detection

§max_ar_terms: usize

Maximum number of AR terms (for ARIMA)

§max_ma_terms: usize

Maximum number of MA terms (for ARIMA)

§differencing_order: usize

Differencing order (for ARIMA)

Trait Implementations§

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impl Clone for ForecastingConfig

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fn clone(&self) -> ForecastingConfig

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 ForecastingConfig

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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 ForecastingConfig

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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 ForecastingConfig

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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 ForecastingConfig

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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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