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Upload app.py
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app.py
CHANGED
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@@ -27,7 +27,7 @@ unique_smoking_status = unique_values["smoking_status"]
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def main():
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st.title("Adult Income Analysis")
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age = st.slider("age", min_value=0, max_value=100)
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gender = st.selectbox("gender", unique_gender)
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hypertension = st.slider("hypertension", min_value=0, max_value=1)
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@@ -39,9 +39,9 @@ def main():
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bmi = st.slider("bmi", min_value=0, max_value=100)
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smoking_status = st.selectbox("smoking_status", unique_smoking_status)
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clicked = st.form_submit_button("Predict stroke")
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if clicked:
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"gender": [gender],
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"hypertension": [hypertension],
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"heart_disease": [heart_disease],
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@@ -51,7 +51,7 @@ if clicked:
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"avg_glucose_level": [avg_glucose_level],
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"bmi": [bmi],
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"smoking_status":[smoking_status]}))
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if __name__=='__main__':
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main()
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def main():
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st.title("Adult Income Analysis")
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with st.form("questionaire"):
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age = st.slider("age", min_value=0, max_value=100)
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gender = st.selectbox("gender", unique_gender)
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hypertension = st.slider("hypertension", min_value=0, max_value=1)
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bmi = st.slider("bmi", min_value=0, max_value=100)
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smoking_status = st.selectbox("smoking_status", unique_smoking_status)
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clicked = st.form_submit_button("Predict stroke")
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if clicked:
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result=model.predict(pd.DataFrame({"age": [age],
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"gender": [gender],
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"hypertension": [hypertension],
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"heart_disease": [heart_disease],
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"avg_glucose_level": [avg_glucose_level],
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"bmi": [bmi],
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"smoking_status":[smoking_status]}))
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result = '1' if result[0] == 1 else '0'
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st.success('The predicted stroke is {}'.format(result))
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if __name__=='__main__':
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main()
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