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import streamlit as st
import streamlit.components.v1 as components
from streamlit_extras.switch_page_button import switch_page
from oocsi_source import OOCSI
header1, header2, header3 = st.columns([1,4,1])
image1, image2, image3 = st.columns([1,50,1])
body1, body2, body3 =st.columns([1,2,1])
with header2:
st.title("Comparing the different methods")
st.markdown("This is the final section of this experiment, please rate and compare the different methods")
with image2:
st.image('assets/images/overview methods.png')
with body2:
with st.form("my_form"):
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.")
shap = st.slider('SHAP', 0, 10)
dt = st.slider('Decision tree', 0, 10)
counterfactual = st.slider("Counterfactual", 0, 10)
visualmap = st.slider("Visual map", 0, 10)
favourite = st.radio("What was your favourite type of epxlanation?", ('SHAP', 'Decision tree', 'Counterfactual', 'Visual map'))
why = st.text_area('Please explain why', "")
# Every form must have a submit button.
submitted = st.form_submit_button("Submit")
if submitted:
st.session_state.oocsi.send('EngD_HAII_comparison', {
'participant_ID': st.session_state.participantID,
'shap': shap,
'decisiontree': dt,
'counterfactual': counterfactual,
'visualmap': visualmap,
'favourite': favourite,
'why': why
})
st.balloons()
switch_page('thankyou')
# Execute your app
# embed streamlit docs in a streamlit app
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