Struct TransactionLabel 

pub struct TransactionLabel {
    pub transaction_id: Uuid,
    pub is_suspicious: bool,
    pub suspicion_reason: Option<AmlTypology>,
    pub laundering_stage: Option<LaunderingStage>,
    pub case_id: Option<String>,
    pub is_spoofed: bool,
    pub spoofing_intensity: Option<f64>,
    pub scenario_sequence: Option<u32>,
    pub confidence: f64,
    pub features: TransactionLabelFeatures,
}

Transaction-level labels for ML training.

Fields

transaction_id: Uuid

Transaction ID

is_suspicious: bool

Binary suspicious flag

suspicion_reason: Option<AmlTypology>

Specific suspicion reason

laundering_stage: Option<LaunderingStage>

Money laundering stage

case_id: Option<String>

Case ID for linking related transactions

is_spoofed: bool

Whether transaction has been spoofed

spoofing_intensity: Option<f64>

Spoofing intensity (0.0-1.0)

scenario_sequence: Option<u32>

Sequence within scenario

confidence: f64

Confidence score for the label (for soft labels)

features: TransactionLabelFeatures

Additional feature flags

Implementations

impl TransactionLabel

pub fn from_transaction(txn: &BankTransaction) -> Self

Create a new transaction label from a transaction.

Trait Implementations

impl Clone for TransactionLabel

fn clone(&self) -> TransactionLabel

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TransactionLabel

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for TransactionLabel

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for TransactionLabel

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

where __S: Serializer,

Serialize this value into the given Serde serializer.