prakharg24 commited on
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1 Parent(s): 7acc3dc

Update my_pages/rashomon_effect.py

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  1. my_pages/rashomon_effect.py +11 -5
my_pages/rashomon_effect.py CHANGED
@@ -56,8 +56,11 @@ def render():
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  )
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  #### Rashomon Set Definition
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- rashomon_set_message = "The existence of multiple models that achieve similar accuracy, i.e., multiple interpretations of the data, is known as the Rashomon effect. "
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- "We call the models below part of a 'Rashomon set'."
 
 
 
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  st.markdown(
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  f"<div style='text-align:center; color:#c0392b; font-size:20px; font-weight:bold; margin:14px 0;'>{rashomon_set_message}</div>",
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  unsafe_allow_html=True,
@@ -112,9 +115,12 @@ def render():
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  #### Multiplicity Definition
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  if "graph_selected" in st.session_state:
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- multiplicity_message = "Depending on the model choice, notice the highlighted individual who doesn't get loan, but would have gotten loan under a different model. "
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- "These conflicting predictions are called multiplicity.<br><br>"
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- "Clearly, the choice of model directly impacts individuals!"
 
 
 
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  st.markdown(
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  f"<div style='text-align:center; color:#c0392b; font-size:20px; margin:14px 0;'>{multiplicity_message}</div>",
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  unsafe_allow_html=True,
 
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  )
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  #### Rashomon Set Definition
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+ rashomon_set_message =
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+ """
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+ The existence of multiple models that achieve similar accuracy, i.e., multiple interpretations of the data, is known as the Rashomon effect.
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+ We call the models below part of a 'Rashomon set'.
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+ """
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  st.markdown(
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  f"<div style='text-align:center; color:#c0392b; font-size:20px; font-weight:bold; margin:14px 0;'>{rashomon_set_message}</div>",
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  unsafe_allow_html=True,
 
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  #### Multiplicity Definition
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  if "graph_selected" in st.session_state:
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+ multiplicity_message =
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+ """
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+ Depending on the model choice, notice the highlighted individual who doesn't get loan, but would have gotten loan under a different model.
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+ These conflicting predictions are called multiplicity.<br><br>
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+ Clearly, the choice of model directly impacts individuals!
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+ """
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  st.markdown(
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  f"<div style='text-align:center; color:#c0392b; font-size:20px; margin:14px 0;'>{multiplicity_message}</div>",
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  unsafe_allow_html=True,