Enum EmbedMetric 

pub enum EmbedMetric {
    MeanReciprocalRank,
    HitsAtK(usize),
    SimilarityScore,
    SilhouetteScore,
    ClassificationAccuracy,
    Custom(String),
}

Metric used to compare embedding models

Variants

MeanReciprocalRank

Mean Reciprocal Rank on link prediction

HitsAtK(usize)

Hits@K on knowledge graph completion

SimilarityScore

Average cosine similarity of known-similar pairs

SilhouetteScore

Clustering quality via silhouette coefficient

ClassificationAccuracy

Linear classification accuracy on node labels

Custom(String)

Custom named metric

Trait Implementations

impl Clone for EmbedMetric

fn clone(&self) -> EmbedMetric

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for EmbedMetric

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for EmbedMetric

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for EmbedMetric

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Hash for EmbedMetric

fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given Hasher.

fn hash_slice<H>(data: &[Self], state: &mut H)

where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher.

impl PartialEq for EmbedMetric

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

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

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

impl Serialize for EmbedMetric

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Eq for EmbedMetric

impl StructuralPartialEq for EmbedMetric