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AggregateMetrics

aprender_rag::eval::types

Struct AggregateMetrics 

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pub struct AggregateMetrics {
    pub num_queries: usize,
    pub mrr: f64,
    pub ndcg_5: f64,
    pub ndcg_10: f64,
    pub recall_5: f64,
    pub precision_5: f64,
    pub hit_rate_5: f64,
    pub hit_rate_10: f64,
    pub map: f64,
    pub mean_latency_s: f64,
}
Expand description

Aggregate metrics across queries

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§num_queries: usize

Number of queries

§mrr: f64

Mean Reciprocal Rank

§ndcg_5: f64

NDCG at k=5

§ndcg_10: f64

NDCG at k=10

§recall_5: f64

Recall at k=5

§precision_5: f64

Precision at k=5

§hit_rate_5: f64

Hit rate at k=5

§hit_rate_10: f64

Hit rate at k=10

§map: f64

Mean Average Precision

§mean_latency_s: f64

Mean query latency

Trait Implementations§

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impl Clone for AggregateMetrics

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fn clone(&self) -> AggregateMetrics

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for AggregateMetrics

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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 AggregateMetrics

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fn default() -> AggregateMetrics

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

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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 AggregateMetrics

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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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