Struct PerformanceStats 

pub struct PerformanceStats {
    pub true_positives: u32,
    pub true_negatives: u32,
    pub false_positives: u32,
    pub false_negatives: u32,
    pub recall: f32,
    pub precision: f32,
    pub f1: f32,
    pub auc: f32,
}

Model performance statistics

Fields

true_positives: u32

True positives

true_negatives: u32

True negatives

false_positives: u32

False positives

false_negatives: u32

False negatives

recall: f32

Recall

precision: f32

Precision

f1: f32

F1

auc: f32

AUC

Trait Implementations

impl Clone for PerformanceStats

fn clone(&self) -> PerformanceStats

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for PerformanceStats

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

Formats the value using the given formatter.

impl Default for PerformanceStats

fn default() -> PerformanceStats

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for PerformanceStats

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl<'a> From<ConfusionMatrix<'a>> for PerformanceStats

fn from(value: ConfusionMatrix<'a>) -> Self

Converts to this type from the input type.

impl PartialEq for PerformanceStats

fn eq(&self, other: &PerformanceStats) -> 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 PerformanceStats

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for PerformanceStats

impl StructuralPartialEq for PerformanceStats