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ModelMetrics

oxirs_stream::ml_integration

Struct ModelMetrics 

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pub struct ModelMetrics {
    pub predictions_made: u64,
    pub correct_predictions: u64,
    pub accuracy: f64,
    pub mean_absolute_error: f64,
    pub root_mean_squared_error: f64,
    pub r_squared: f64,
    pub avg_prediction_time_ms: f64,
}
Expand description

Model performance metrics

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§predictions_made: u64

Total predictions made

§correct_predictions: u64

Correct predictions (if ground truth available)

§accuracy: f64

Accuracy (0.0 to 1.0)

§mean_absolute_error: f64

Mean absolute error

§root_mean_squared_error: f64

Root mean squared error

§r_squared: f64

R-squared score

§avg_prediction_time_ms: f64

Average prediction time (ms)

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 Default for ModelMetrics

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fn default() -> ModelMetrics

Returns the “default value” for a type. 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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