Struct google_datalabeling1_beta1::api::GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry

pub struct GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry {
    pub confidence_threshold: Option<f32>,
    pub f1_score: Option<f32>,
    pub f1_score_at1: Option<f32>,
    pub f1_score_at5: Option<f32>,
    pub precision: Option<f32>,
    pub precision_at1: Option<f32>,
    pub precision_at5: Option<f32>,
    pub recall: Option<f32>,
    pub recall_at1: Option<f32>,
    pub recall_at5: Option<f32>,
}

There is no detailed description.

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

Fields

confidence_threshold: Option<f32>

Threshold used for this entry. For classification tasks, this is a classification threshold: a predicted label is categorized as positive or negative (in the context of this point on the PR curve) based on whether the label’s score meets this threshold. For image object detection (bounding box) tasks, this is the intersection-over-union (IOU) threshold for the context of this point on the PR curve.

f1_score: Option<f32>

Harmonic mean of recall and precision.

f1_score_at1: Option<f32>

The harmonic mean of recall_at1 and precision_at1.

f1_score_at5: Option<f32>

The harmonic mean of recall_at5 and precision_at5.

precision: Option<f32>

Precision value.

precision_at1: Option<f32>

Precision value for entries with label that has highest score.

precision_at5: Option<f32>

Precision value for entries with label that has highest 5 scores.

recall: Option<f32>

Recall value.

recall_at1: Option<f32>

Recall value for entries with label that has highest score.

recall_at5: Option<f32>

Recall value for entries with label that has highest 5 scores.

Trait Implementations

impl Clone for GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry

fn clone(&self) -> GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry

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

Formats the value using the given formatter.

impl Default for GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry

fn default() -> GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Part for GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry