RetrievalMetricType

Enum RetrievalMetricType 

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pub enum RetrievalMetricType {
    PrecisionAtK,
    RecallAtK,
    F1AtK,
    MeanAveragePrecision,
    MeanReciprocalRank,
    NdcgAtK,
    HitRate,
    AveragePrecision,
    ReciprocalRank,
    Coverage,
    Diversity,
    Novelty,
}
Expand description

Types of retrieval evaluation metrics

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PrecisionAtK

Precision at K

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RecallAtK

Recall at K

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F1AtK

F1 Score at K

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MeanAveragePrecision

Mean Average Precision

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MeanReciprocalRank

Mean Reciprocal Rank

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NdcgAtK

Normalized Discounted Cumulative Gain at K

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HitRate

Hit Rate (at least one relevant document in top K)

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AveragePrecision

Average Precision

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ReciprocalRank

Reciprocal Rank

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Coverage

Coverage (fraction of query terms covered)

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Diversity

Diversity metrics

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Novelty

Novelty metrics

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impl Clone for RetrievalMetricType

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fn clone(&self) -> RetrievalMetricType

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 RetrievalMetricType

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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 PartialEq for RetrievalMetricType

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fn eq(&self, other: &RetrievalMetricType) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl Eq for RetrievalMetricType

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impl StructuralPartialEq for RetrievalMetricType

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impl<T> Any for T
where T: 'static + ?Sized,

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where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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where T: Clone,

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fn __clone_box(&self, _: Private) -> *mut ()

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impl<Q, K> Equivalent<K> for Q
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fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. Read more
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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. Read more
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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Compare self to key and return true if they are equal.
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
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Calls U::from(self).

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type Owned = T

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type Error = Infallible

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Performs the conversion.
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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

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fn vzip(self) -> V

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