MLAnalysisResult

quantrs2_device::advanced_benchmarking_suite

Struct MLAnalysisResult 

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pub struct MLAnalysisResult {
    pub models: HashMap<String, MLModelResult>,
    pub feature_importance: HashMap<String, f64>,
    pub model_metrics: HashMap<String, ModelMetrics>,
    pub clustering_results: Option<ClusteringResult>,
    pub classification_results: Option<ClassificationResult>,
}
Expand description

ML analysis results

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§models: HashMap<String, MLModelResult>

Trained models

§feature_importance: HashMap<String, f64>

Feature importance

§model_metrics: HashMap<String, ModelMetrics>

Model performance metrics

§clustering_results: Option<ClusteringResult>

Clustering results

§classification_results: Option<ClassificationResult>

Classification results

Trait Implementations§

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impl Clone for MLAnalysisResult

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fn clone(&self) -> MLAnalysisResult

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 MLAnalysisResult

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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 MLAnalysisResult

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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 MLAnalysisResult

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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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