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AggregatedMetrics

aprender_rag::metrics

Struct AggregatedMetrics 

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pub struct AggregatedMetrics {
    pub mean_recall: HashMap<usize, f32>,
    pub mean_precision: HashMap<usize, f32>,
    pub mean_mrr: f32,
    pub mean_ndcg: HashMap<usize, f32>,
    pub map: f32,
    pub query_count: usize,
}
Expand description

Aggregated metrics across multiple queries

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§mean_recall: HashMap<usize, f32>

Mean Recall@k

§mean_precision: HashMap<usize, f32>

Mean Precision@k

§mean_mrr: f32

Mean MRR

§mean_ndcg: HashMap<usize, f32>

Mean NDCG@k

§map: f32

Mean Average Precision (MAP)

§query_count: usize

Number of queries

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impl AggregatedMetrics

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pub fn aggregate(metrics: &[RetrievalMetrics]) -> Self

Aggregate metrics from multiple queries

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impl Clone for AggregatedMetrics

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fn clone(&self) -> AggregatedMetrics

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 AggregatedMetrics

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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 AggregatedMetrics

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fn default() -> AggregatedMetrics

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

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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 AggregatedMetrics

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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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