📄 F1 Macro¶

metrics.f1_macro

F1Fast(
    main_score="f1_macro",
    averages=[
        "macro",
        "per_class",
    ],
    ci_score_names=[
        "f1_macro",
    ],
)
[source]

Explanation about F1Fast¶

Computes F1 score across all classes.

Range: [0, 1] (higher is better) Balances precision and recall, giving equal weight to all classes.

Reference: https://en.wikipedia.org/wiki/F-score