diff --git a/services/bot-detector/bot_detector/cycle.py b/services/bot-detector/bot_detector/cycle.py
index df7ac20..229e0c1 100644
--- a/services/bot-detector/bot_detector/cycle.py
+++ b/services/bot-detector/bot_detector/cycle.py
@@ -14,7 +14,7 @@ from .config import (
 )
 from .log import log_info, log_decision
 from .infra import get_client, set_healthy
-from .preprocessing import preprocess_df, FEATURES_BASE, FEATURES_COMPLET
+from .preprocessing import preprocess_df, FEATURES, FEATURES_COMPLET
 from .pipeline import run_semi_supervised_logic
 
 
@@ -238,7 +238,7 @@ def fetch_and_analyze():
         })
 
     # ── Features par modèle (voir DOCUMENTATION.md §4) ───────────────────────
-    feats = FEATURES_BASE
+    feats = FEATURES
     feats_complet = FEATURES_COMPLET
 
     # ── Analyse fenêtre 1h ────────────────────────────────────────────────────