From 9d6021dec0bf62b625f03584020026de0c33a980 Mon Sep 17 00:00:00 2001
From: atebboun <75985994+encoreunpseudo@users.noreply.github.com>
Date: Sun, 30 Mar 2025 21:41:45 +0200
Subject: [PATCH] Update preprocess_data.py
---
preprocess/preprocess_data.py | 3 +--
1 file changed, 1 insertion(+), 2 deletions(-)
diff --git a/preprocess/preprocess_data.py b/preprocess/preprocess_data.py
index de9bc18..1eb4cee 100644
--- a/preprocess/preprocess_data.py
+++ b/preprocess/preprocess_data.py
@@ -42,7 +42,6 @@ class PreprocessData:
X_copy = X_copy.drop(['off','patient_id','time_since_intake_on','time_since_intake_off'],axis=1)
- # ✅ Ajoute la même feature que pendant le fit
X_copy['is_missing_on'] = X_copy['on'].isna().astype(int)
print("Imputations des valeurs de 'on' manquantes sur les données de test...")
@@ -177,7 +176,7 @@ class PreprocessData:
X['diff_off_max'] = X['off'] - X['max_off']
# capturer variabilité autour de la moyenne de off
-
+
X['diff_on_mean'] = X['on'] - X['mean_on']
X['diff_on_max'] = X['on'] - X['mean_on']
--
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