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import streamlit as st |
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import streamlit.components.v1 as components |
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from streamlit_extras.switch_page_button import switch_page |
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from oocsi_source import OOCSI |
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header1, header2, header3 = st.columns([1,4,1]) |
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image1, image2, image3 = st.columns([1,50,1]) |
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body1, body2, body3 =st.columns([1,2,1]) |
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with header2: |
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st.title("Comparing the different methods") |
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st.markdown("This is the final section of this experiment, please rate and compare the different methods") |
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with image2: |
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st.image('assets/images/overview methods.png') |
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with body2: |
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with st.form("my_form"): |
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st.write("As a final evaluation, please rate the different types of explanations (0-10). This is a general grade that you you would give to the different explanation methods.") |
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shap = st.slider('SHAP', 0, 10) |
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dt = st.slider('Decision tree', 0, 10) |
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counterfactual = st.slider("Counterfactual", 0, 10) |
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visualmap = st.slider("Visual map", 0, 10) |
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favourite = st.radio("What was your favourite type of epxlanation?", ('SHAP', 'Decision tree', 'Counterfactual', 'Visual map')) |
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why = st.text_area('Please explain why', "") |
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submitted = st.form_submit_button("Submit") |
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if submitted: |
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st.session_state.oocsi.send('EngD_HAII_comparison', { |
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'participant_ID': st.session_state.participantID, |
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'shap': shap, |
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'decisiontree': dt, |
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'counterfactual': counterfactual, |
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'visualmap': visualmap, |
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'favourite': favourite, |
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'why': why |
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}) |
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st.balloons() |
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switch_page('thankyou') |
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