From 31ba5b4801ce24b3b6e0e1d82f8a658c1eced84c Mon Sep 17 00:00:00 2001
From: barthes <nicolas.barthes@cefe.cnrs.fr>
Date: Tue, 17 Sep 2024 15:32:27 +0200
Subject: [PATCH] 3-prediction.py : locked feature to the one of the model
---
src/pages/3-prediction.py | 4 +++-
1 file changed, 3 insertions(+), 1 deletion(-)
diff --git a/src/pages/3-prediction.py b/src/pages/3-prediction.py
index 7c5e4cf..6dc9774 100644
--- a/src/pages/3-prediction.py
+++ b/src/pages/3-prediction.py
@@ -142,7 +142,9 @@ with c2:
chem_data, spectra, meta_data, _ = dx_loader(change = hash_)
st.success("The data have been loaded successfully", icon="✅")
if chem_data.to_numpy().shape[1]>0:
- yname = st.selectbox('Select target', options=chem_data.columns, index=chem_data.columns.to_list().index(system_data['data']['target'].name))
+ # yname = st.selectbox('Select target', options=chem_data.columns, index=chem_data.columns.to_list().index(system_data['data']['target'].name))
+ yname = system_data['data']['target'].name
+ st.info("Loaded model to predict " + yname)
measured = chem_data.loc[:,yname] == 0
y = chem_data.loc[:,yname].loc[measured]
pred_data = spectra.loc[measured]
--
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