DatasetQualityMetrics

oxirs_vec::advanced_benchmarking

Struct DatasetQualityMetrics 

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pub struct DatasetQualityMetrics {
    pub effective_dimensionality: f32,
    pub concentration_measure: f32,
    pub outlier_ratio: f32,
    pub cluster_quality: f32,
    pub manifold_quality: f32,
}
Expand description

Quality metrics for dataset characterization

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§effective_dimensionality: f32

Effective dimensionality

§concentration_measure: f32

Concentration measure

§outlier_ratio: f32

Outlier ratio

§cluster_quality: f32

Cluster quality (silhouette score)

§manifold_quality: f32

Manifold quality

Trait Implementations§

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impl Clone for DatasetQualityMetrics

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fn clone(&self) -> DatasetQualityMetrics

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 DatasetQualityMetrics

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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 DatasetQualityMetrics

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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 DatasetQualityMetrics

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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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