Struct AnomalyDetectionMetrics 

pub struct AnomalyDetectionMetrics {
    pub true_positives: usize,
    pub false_positives: usize,
    pub false_negatives: usize,
    pub true_negatives: usize,
    pub precision: f64,
    pub recall: f64,
    pub f1: f64,
}

Metrics for evaluating an external anomaly detector against ground-truth labels.

Fields

true_positives: usize

Events correctly identified as anomalies.

false_positives: usize

Events incorrectly identified as anomalies.

false_negatives: usize

Anomaly events missed by the detector.

true_negatives: usize

True negatives: correctly identified normal events.

precision: f64

Precision = TP / (TP + FP).

recall: f64

Recall = TP / (TP + FN).

f1: f64

F1 = 2 * precision * recall / (precision + recall).

Trait Implementations

impl Clone for AnomalyDetectionMetrics

fn clone(&self) -> AnomalyDetectionMetrics

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AnomalyDetectionMetrics

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

Formats the value using the given formatter.

impl Serialize for AnomalyDetectionMetrics

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

where __S: Serializer,

Serialize this value into the given Serde serializer.