Update pages/4_Model_Creation_and_Evaluation.py

pages/4_Model_Creation_and_Evaluation.py

@@ -16,7 +16,7 @@ st.markdown(
 )
 # Flowchart title
 st.markdown(
-    '"""
+    """
     <h1 style="text-align: center; color: white;">Model Creation Flow</h1>
     """, 
     unsafe_allow_html=True
@@ -39,21 +39,6 @@ if df is not None:
     st.subheader("Dataset Preview:")
     st.write(df.head())
 
-    st.subheader("Info of the Dataset:")
-    # Redirect the output of df.info() to a string buffer
-    buffer = StringIO()
-    df.info(buf=buffer)
-    
-    # Display the content in Streamlit
-    st.write(buffer.getvalue())
-
-    st.subheader("Dataset Description:")
-    st.write(df.describe())
-
-    st.subheader("Shape of the Dataset:")
-    st.write(df.shape)
-    )
-
 
 # Custom title styling
 st.markdown(