QualityMetrics

oxirs_vec::real_time_analytics

Struct QualityMetrics 

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pub struct QualityMetrics {
    pub recall_at_k: HashMap<usize, f64>,
    pub precision_at_k: HashMap<usize, f64>,
    pub ndcg_at_k: HashMap<usize, f64>,
    pub mean_reciprocal_rank: f64,
    pub average_similarity_score: f64,
    pub similarity_distribution: Vec<f64>,
    pub query_diversity: f64,
    pub result_diversity: f64,
    pub relevance_correlation: f64,
}
Expand description

Vector search quality metrics

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§recall_at_k: HashMap<usize, f64>§precision_at_k: HashMap<usize, f64>§ndcg_at_k: HashMap<usize, f64>§mean_reciprocal_rank: f64§average_similarity_score: f64§similarity_distribution: Vec<f64>§query_diversity: f64§result_diversity: f64§relevance_correlation: f64

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impl Clone for QualityMetrics

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fn clone(&self) -> QualityMetrics

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 QualityMetrics

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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 QualityMetrics

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fn default() -> QualityMetrics

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for QualityMetrics

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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 QualityMetrics

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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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