stream-diabetes.py

import pickle
import sklearn
import streamlit as st

# Membaca Model / Load Model
# kalau beda folder copy path
diabetes_model = pickle.load(open('diabetes_model.sav', 'rb'))

# Judul web
st.title('Data Mining Prediksi Diabetes')

# Membagi kolom
col1, col2 =st.columns(2)

with col1 :  
    # Membuat form input
    Pregnancies = st.text_input('Input Nilai Pregnancies')

with col2 :
    Glucose = st.text_input('Input Nilai Glucose')

with col1 :
    BloodPressure = st.text_input('Input Nilai BloodPressure')

with col2 :
    SkinThickness = st.text_input('Input Nilai SkinThickness')

with col1 :
    Insulin = st.text_input('Input Nilai Insulin')

with col2 :
    BMI = st.text_input('Input Nilai BMI')

with col1 :
    DiabetesPedigreeFunction = st.text_input('Input Nilai DiabetesPedigreeFunction')

with col2 :
    Age = st.text_input('Input Nilai Age')

# Code untuk Prediction
diab_diagnosis = ''

# Membuat Button/Tombol untuk Prediction
if st.button('Test Prediksi Diabetes') :
    diab_prediction = diabetes_model.predict([[Pregnancies, Glucose, BloodPressure, SkinThickness, Insulin, BMI, DiabetesPedigreeFunction,Age]])
    
    if(diab_prediction[0] == 1):
        diab_diagnosis = 'Pasien Terkena Diabetes'
    else :
        diab_diagnosis = 'Pasien Tidak Terkena Diabetes'
    
st.success(diab_diagnosis)  
# MASIH ERROR HASILNYA TERKENA DIABETES SEMUA