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AccuracyMetrics

oxirs_stream::predictive_analytics

Struct AccuracyMetrics 

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pub struct AccuracyMetrics {
    pub mae: f64,
    pub mse: f64,
    pub rmse: f64,
    pub mape: f64,
    pub r_squared: f64,
    pub bias: f64,
}
Expand description

Accuracy metrics for forecast evaluation

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§mae: f64

Mean Absolute Error

§mse: f64

Mean Squared Error

§rmse: f64

Root Mean Squared Error

§mape: f64

Mean Absolute Percentage Error

§r_squared: f64

R-squared coefficient

§bias: f64

Forecast bias (average error)

Trait Implementations§

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impl Clone for AccuracyMetrics

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fn clone(&self) -> AccuracyMetrics

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 AccuracyMetrics

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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 AccuracyMetrics

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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 AccuracyMetrics

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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 AccuracyMetrics

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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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