Spaces:
Build error
Build error
| # -*- coding: utf-8 -*- | |
| """app.ipynb | |
| Automatically generated by Colaboratory. | |
| Original file is located at | |
| https://colab.research.google.com/drive/1oAFb0lQ60MTeHdmQvqQwgEtMQzg7f0t4 | |
| """ | |
| import joblib | |
| import pandas as pd | |
| import streamlit as st | |
| model = joblib.load('model.joblib') | |
| def main(): | |
| st.title("Brain stroke predict") | |
| with st.form("questionaire"): | |
| age = st.slider("Age",min_value=10, max_value=100) | |
| avg_glucose_level = st.slider("Average glucose level",min_value=40, max_value=300) | |
| bmi = st.slider("BMI(Body mass index )",min_value=12, max_value=50) | |
| # clicked==True only when the button is clicked | |
| clicked = st.form_submit_button("Predict") | |
| if clicked: | |
| result=model.predict(pd.DataFrame({"age": [age], | |
| "avg_glucose_level": [avg_glucose_level], | |
| "bmi": [bmi]})) | |
| # Show prediction | |
| if result[0] == 1: | |
| st.success("You have change of getting brain stroke") | |
| else: | |
| st.success("You haven't change of getting brain stroke") | |
| if __name__ == '__main__': | |
| main() | |
| # Run main() |