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Delete app.py
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app.py
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import joblib
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import pandas as pd
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import streamlit as st
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model = joblib.load('model.joblib')
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unique_values = joblib.load('unique_values.joblib')
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unique_sex = unique_values["sex"]
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unique_smoker = unique_values["smoker"]
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unique_region = unique_values["region"]
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def main():
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st.title("medical expenses")
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with st.form("questionaire"):
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age = st.slider("Age", min_value =18,max_value=64)
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sex = st.selectbox("Sex", options=unique_sex)
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bmi = st.slider("Bmi",min_value=15.96,max_value=53.13)
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children = st.slider("Children", min_value=0,max_value=5)
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smoker = st.selectbox("Smoker", options=unique_smoker)
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region = st.selectbox("Region",options=unique_region)
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# clicked==True only when the button is clicked
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clicked = st.form_submit_button("Predict medical expenses")
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if clicked:
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result=model.predict(pd.DataFrame({"age": [age],
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"sex": [sex],
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"bmi": [bmi],
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"children": [children],
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"smoker": [smoker],
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"region": [region]}))
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st.success("You predict medical expenses is" +result)
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if __name__ == "__main__":
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main()
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# Run main()
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