Struct tangram_metrics::BinaryClassificationMetricsOutput

pub struct BinaryClassificationMetricsOutput {
    pub auc_roc_approx: f32,
    pub thresholds: Vec<BinaryClassificationMetricsOutputForThreshold>,
}

BinaryClassificationMetrics contains common metrics used to evaluate binary classifiers.

Fields

auc_roc_approx: f32

The area under the receiver operating characteristic curve is computed using a fixed number of thresholds equal to n_thresholds which is passed to BinaryClassificationMetrics::new.

thresholds: Vec<BinaryClassificationMetricsOutputForThreshold>

This contains metrics specific to each classification threshold.

Trait Implementations

impl Clone for BinaryClassificationMetricsOutput

fn clone(&self) -> BinaryClassificationMetricsOutput

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for BinaryClassificationMetricsOutput

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

Formats the value using the given formatter.