Update app.py

app.py

@@ -2,7 +2,7 @@ import streamlit as st
 import pandas as pd
 import joblib
 
-
+# Model'i yükle
 @st.cache_resource
 def load_model():
     return joblib.load('logistic_regression_model.joblib')
@@ -13,7 +13,7 @@ st.title('Ad Click Prediction')
 
 st.write('Adjust the sliders below to predict if a user will click on an ad:')
 
-
+# Kullanıcı girişleri
 daily_time = st.slider('Daily Time Spent on Site (minutes)', min_value=32.6, max_value=91.43, value=65.0, step=0.1)
 age = st.slider('Age', min_value=19, max_value=61, value=36, step=1)
 area_income = st.slider('Area Income ($)', min_value=13996, max_value=79485, value=55000, step=100)
@@ -27,7 +27,6 @@ if st.button('Predict'):
         'Age': [age],
         'Area Income': [area_income],
         'Daily Internet Usage': [daily_internet],
-        'Male_male': [1 if gender == 'Male' else 0],
         'Male_not_male': [1 if gender == 'Not Male' else 0]
     })