Enum PerformanceMetric 

pub enum PerformanceMetric {
    Accuracy,
    Precision,
    Recall,
    F1Score,
    AUC,
    MeanSquaredError,
    MeanAbsoluteError,
    R2Score,
    Latency,
    MemoryUsage,
    Confidence,
    Entropy,
    Custom(String),
}

Performance metrics that can be tracked

Variants

Accuracy

Accuracy for classification

Precision

Precision for classification

Recall

Recall for classification

F1Score

F1 score for classification

AUC

Area under ROC curve

MeanSquaredError

Mean squared error for regression

MeanAbsoluteError

Mean absolute error for regression

R2Score

R² score for regression

Latency

Prediction latency

MemoryUsage

Memory usage

Confidence

Model confidence

Entropy

Prediction entropy

Custom(String)

Custom metric

Trait Implementations

impl Clone for PerformanceMetric

fn clone(&self) -> PerformanceMetric

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for PerformanceMetric

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

Formats the value using the given formatter.

impl Hash for PerformanceMetric

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 PerformanceMetric

fn eq(&self, other: &PerformanceMetric) -> 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 Eq for PerformanceMetric

impl StructuralPartialEq for PerformanceMetric