mxxtnn commited on
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5f3356c
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1 Parent(s): 88c2e65

Delete app.py

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  1. app.py +0 -41
app.py DELETED
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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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-
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-
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-
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- model = joblib.load('model.joblib')
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- unique_values = joblib.load('unique_values.joblib')
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-
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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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-
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-
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-
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- def main():
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- st.title("medical expenses")
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-
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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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-
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-
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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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-
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- # Run main()