From 19872e3f8e94444afe00ac1f372f46ec101f0812 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Eldar=20Kurti=C4=87?=
 <8884008+eldarkurtic@users.noreply.github.com>
Date: Thu, 8 Jan 2026 23:07:13 +0100
Subject: [PATCH] Fix precision and F1 score calculations

---
 guardbench/evaluate.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/guardbench/evaluate.py b/guardbench/evaluate.py
index fd986cb..fac1c24 100644
--- a/guardbench/evaluate.py
+++ b/guardbench/evaluate.py
@@ -62,9 +62,9 @@ def evaluate(y_true: dict, y_pred_prob: dict, threshold: float = 0.5) -> dict:
         mcc = matthews_corrcoef(y_true, y_pred_binary)
 
     return {
-        "precision": float(precision) if n > 0 else 0.0,
+        "precision": float(precision),
         "recall": float(recall),
-        "f1": float(f1) if n > 0 else 0.0,
+        "f1": float(f1),
         "mcc": float(mcc) if n > 0 else 0.0,
         "auprc": float(auprc) if n > 0 else 0.0,
         "sensitivity": float(sensitivity),