Update app.py

app.py

@@ -13,4 +13,14 @@ import tempfile
 import numpy as np
 
 st.title("Logistic Regression")
+st.subheader("Overview")
+st.markdown("Logistic Regression is a supervised Machine Learning Algorithm.")
+st.markdown("It is only used for Classification and mostly used for Binary Classification")
+st.markdown("However we can use it for multiclass classification witht the help of some tricks like 'One Vs Rest'.")
+st.subheader("🔍 Why Logistic Regression is Called a Linear Model")
+st.markdown("Because the decision boundry it learns is linear in the feature space.")
+st.markdown("Here's What That Means:")
+st.markdown("In logistic regression, we compute: ")
+st.markdown("z= w1x1+w2x2+...+wnxn+b")
+