ModelMetrics

quantrs2_device::advanced_benchmarking_suite

Struct ModelMetrics 

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pub struct ModelMetrics {
    pub r2_score: f64,
    pub mae: f64,
    pub mse: f64,
    pub rmse: f64,
    pub mape: f64,
    pub explained_variance: f64,
}
Expand description

Model performance metrics

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§r2_score: f64

R-squared score

§mae: f64

Mean absolute error

§mse: f64

Mean squared error

§rmse: f64

Root mean squared error

§mape: f64

Mean absolute percentage error

§explained_variance: f64

Explained variance score

Trait Implementations§

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impl Clone for ModelMetrics

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fn clone(&self) -> ModelMetrics

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 ModelMetrics

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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 ModelMetrics

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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 ModelMetrics

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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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