ModelPerformanceHistory

quantrs2_ml::time_series::ensemble

Struct ModelPerformanceHistory 

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pub struct ModelPerformanceHistory {
    pub model_id: usize,
    pub accuracies: Vec<f64>,
    pub losses: Vec<f64>,
    pub confidence_scores: Vec<f64>,
    pub quantum_fidelities: Vec<f64>,
}
Expand description

Performance history for individual models

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§model_id: usize

Model identifier

§accuracies: Vec<f64>

Historical accuracies

§losses: Vec<f64>

Historical losses

§confidence_scores: Vec<f64>

Prediction confidence scores

§quantum_fidelities: Vec<f64>

Quantum fidelity measures

Implementations§

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impl ModelPerformanceHistory

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pub fn new(model_id: usize) -> Self

Create new performance history

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pub fn update_performance(&mut self, accuracy: f64)

Update performance with new metrics

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pub fn get_average_accuracy(&self) -> f64

Get average accuracy

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pub fn get_latest_accuracy(&self) -> f64

Get latest accuracy

Trait Implementations§

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impl Clone for ModelPerformanceHistory

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fn clone(&self) -> ModelPerformanceHistory

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 ModelPerformanceHistory

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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 ModelPerformanceHistory

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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 ModelPerformanceHistory

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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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