fix: SHAP values missing feature column

pages/3_SHAP_features.py

@@ -1,6 +1,5 @@
 #!/usr/bin/env python
 import streamlit as st
-
 from utils import fetch_resource, ui_model_selection
 
 st.set_page_config(layout="wide")
@@ -37,7 +36,12 @@ if st.session_state["SPECIE"] and st.session_state["VERSION"]:
     )
 
     if explainer:
-        shap_values = adata.uns["explainer"][explainer].pop("shap_values").reset_index()
+        shap_values = (
+            adata.uns["explainer"][explainer]
+            .pop("shap_values")
+            .reset_index()
+            .rename(columns={"index": "feature"})
+        )
         params = [f"{k}:\t{v}" for k, v in adata.uns["explainer"][explainer].items()]
 
         st.sidebar.markdown("**Parameters**")