Struct smartcore::metrics::ClassificationMetrics

pub struct ClassificationMetrics {}

Use these metrics to compare classification models.

Implementations

impl ClassificationMetrics

pub fn accuracy() -> Accuracy

Accuracy score, see accuracy.

pub fn recall() -> Recall

Recall, see recall.

pub fn precision() -> Precision

Precision, see precision.

pub fn f1<T: RealNumber>(beta: T) -> F1<T>

F1 score, also known as balanced F-score or F-measure, see F1.

pub fn roc_auc_score() -> AUC

Area Under the Receiver Operating Characteristic Curve (ROC AUC), see AUC.