Update my_pages/multiverse.py
Browse files- my_pages/multiverse.py +5 -6
my_pages/multiverse.py
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@@ -265,10 +265,9 @@ def render():
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uniq_perc = 10.5
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add_red_text(f"""
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Your chosen model rejected {uniq_perc}% loans that would have been accepted by more than 90% of the other models.<br><br>
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You might want
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In other words, you are concerned about arbitrariness and are trying to avoid it.<br><br>
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""")
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uniq_perc = 10.5
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add_red_text(f"""
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<b>Multiplicity of your predictions:</b> Your chosen model rejected {uniq_perc}% loans that would have been accepted by more than 90% of the other models.<br><br>
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You might want higher multiplicity, to avoid competiting for the same loan applicants with others and to give a chance to unique applicants.<br><br>
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On the other hand, you might instead want lower multiplicity, to take lower risks and to avoid facing a justification crisis, i.e.,
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not able to explain why you rejected certain applicants when they were accepted by everyone else.<br><br>
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Whether you want higher or lower multiplicity depends on the context. However, an understanding of how your decisions impact multiplicity is extremely important!
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""")
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