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ForecastResult

oxirs_stream::predictive_analytics

Struct ForecastResult 

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pub struct ForecastResult {
    pub predictions: Vec<f64>,
    pub lower_bound: Vec<f64>,
    pub upper_bound: Vec<f64>,
    pub steps_ahead: Vec<usize>,
    pub confidence_level: f64,
    pub trend: TrendDirection,
    pub seasonality: SeasonalityType,
    pub accuracy_metrics: AccuracyMetrics,
}
Expand description

Forecast result with confidence intervals

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§predictions: Vec<f64>

Forecasted values

§lower_bound: Vec<f64>

Lower bound of confidence interval

§upper_bound: Vec<f64>

Upper bound of confidence interval

§steps_ahead: Vec<usize>

Forecast timestamp (relative to last data point)

§confidence_level: f64

Confidence level used

§trend: TrendDirection

Trend direction detected

§seasonality: SeasonalityType

Seasonality type detected

§accuracy_metrics: AccuracyMetrics

Forecast accuracy metrics

Trait Implementations§

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impl Clone for ForecastResult

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fn clone(&self) -> ForecastResult

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 ForecastResult

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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 ForecastResult

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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 ForecastResult

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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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🔬This is a nightly-only experimental API. (clone_to_uninit)
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