Struct google_bigquery2::api::BinaryConfusionMatrix

pub struct BinaryConfusionMatrix {
    pub accuracy: Option<f64>,
    pub f1_score: Option<f64>,
    pub false_negatives: Option<String>,
    pub false_positives: Option<String>,
    pub positive_class_threshold: Option<f64>,
    pub precision: Option<f64>,
    pub recall: Option<f64>,
    pub true_negatives: Option<String>,
    pub true_positives: Option<String>,
}

Confusion matrix for binary classification models.

This type is not used in any activity, and only used as part of another schema.

Fields

accuracy: Option<f64>

The fraction of predictions given the correct label.

f1_score: Option<f64>

The equally weighted average of recall and precision.

false_negatives: Option<String>

Number of false samples predicted as false.

false_positives: Option<String>

Number of false samples predicted as true.

positive_class_threshold: Option<f64>

Threshold value used when computing each of the following metric.

precision: Option<f64>

The fraction of actual positive predictions that had positive actual labels.

recall: Option<f64>

The fraction of actual positive labels that were given a positive prediction.

true_negatives: Option<String>

Number of true samples predicted as false.

true_positives: Option<String>

Number of true samples predicted as true.

Trait Implementations

impl Clone for BinaryConfusionMatrix

fn clone(&self) -> BinaryConfusionMatrix

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for BinaryConfusionMatrix

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

Formats the value using the given formatter.

impl Default for BinaryConfusionMatrix

fn default() -> BinaryConfusionMatrix

Returns the "default value" for a type.

impl<'de> Deserialize<'de> for BinaryConfusionMatrix

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

Deserialize this value from the given Serde deserializer.

impl Part for BinaryConfusionMatrix

impl Serialize for BinaryConfusionMatrix

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

Serialize this value into the given Serde serializer.