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RelationshipFeatures

datasynth_graph::ml::relationship_features

Struct RelationshipFeatures

pub struct RelationshipFeatures {
    pub unique_counterparties: usize,
    pub new_relationship_ratio: f64,
    pub counterparty_concentration: f64,
    pub relationship_reciprocity: f64,
    pub avg_relationship_age_days: f64,
    pub relationship_velocity: f64,
    pub total_relationships: usize,
    pub dominant_counterparty_share: f64,
}

Expand description

Relationship features for a node.

Fields§

§unique_counterparties: usize

Number of unique counterparties.

§new_relationship_ratio: f64

Ratio of new relationships (< new_relationship_days old).

§counterparty_concentration: f64

Herfindahl-Hirschman Index for counterparty concentration.

§relationship_reciprocity: f64

Ratio of bidirectional relationships.

§avg_relationship_age_days: f64

Average relationship age in days.

§relationship_velocity: f64

Rate of new relationships per month.

§total_relationships: usize

Total number of relationships (including multiple txns per counterparty).

§dominant_counterparty_share: f64

Share of transactions with dominant counterparty.

Implementations§

impl RelationshipFeatures

pub fn to_features(&self) -> Vec<f64>

Converts to a feature vector.

pub fn feature_count() -> usize

Returns the number of features.

pub fn feature_names() -> Vec<&'static str>

Returns feature names.

Trait Implementations§

impl Clone for RelationshipFeatures

fn clone(&self) -> RelationshipFeatures

Returns a duplicate of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

impl Debug for RelationshipFeatures

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

Formats the value using the given formatter. Read more

impl Default for RelationshipFeatures

fn default() -> RelationshipFeatures

Returns the “default value” for a type. Read more

impl<'de> Deserialize<'de> for RelationshipFeatures

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Serialize for RelationshipFeatures

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

impl Freeze for RelationshipFeatures

impl RefUnwindSafe for RelationshipFeatures

impl Send for RelationshipFeatures

impl Sync for RelationshipFeatures

impl Unpin for RelationshipFeatures

impl UnwindSafe for RelationshipFeatures

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

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

Mutably borrows from an owned value. Read more

impl<T> CloneToUninit for T
where T: Clone,

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

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T, U> Into<U> for T
where U: From<T>,

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

impl<T, U> TryFrom<U> for T
where U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,