James McCool
commited on
Commit
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3c59548
1
Parent(s):
84507a0
Adjust dupes calculation in 'predict_dupes.py' by modifying the salary scaling factor from 0.96 to 0.98, aiming to enhance prediction accuracy.
Browse files
global_func/predict_dupes.py
CHANGED
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@@ -193,7 +193,7 @@ def predict_dupes(portfolio, maps_dict, site_var, type_var, Contest_Size, streng
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| 193 |
# Calculate dupes formula (in progress still)
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| 194 |
portfolio['dupes_calc'] = ((portfolio['own_product'] + ((portfolio['CPT_Own_percent_rank'] - .50) / 1000) + ((portfolio['Own'] / 6) / (max_salary / 2))) * portfolio['avg_own_rank']) * Contest_Size + ((portfolio['salary'] - (max_salary - portfolio['Own'])) / 100) - ((max_salary - portfolio['salary']) / 100)
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| 195 |
portfolio['dupes_calc'] = portfolio['dupes_calc'] * dupes_multiplier * (portfolio['Own'] / (own_baseline + (Contest_Size / 1000)))
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| 196 |
-
portfolio['dupes_calc'] = ((((portfolio['salary'] / (max_salary * 0.
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| 197 |
portfolio['dupes_calc'] = portfolio['dupes_calc'] * ((portfolio['CPT_Own_percent_rank'] + .50) / (portfolio['Own'] / 100))
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| 198 |
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| 199 |
# Round and handle negative values
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| 193 |
# Calculate dupes formula (in progress still)
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| 194 |
portfolio['dupes_calc'] = ((portfolio['own_product'] + ((portfolio['CPT_Own_percent_rank'] - .50) / 1000) + ((portfolio['Own'] / 6) / (max_salary / 2))) * portfolio['avg_own_rank']) * Contest_Size + ((portfolio['salary'] - (max_salary - portfolio['Own'])) / 100) - ((max_salary - portfolio['salary']) / 100)
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| 195 |
portfolio['dupes_calc'] = portfolio['dupes_calc'] * dupes_multiplier * (portfolio['Own'] / (own_baseline + (Contest_Size / 1000)))
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| 196 |
+
portfolio['dupes_calc'] = ((((portfolio['salary'] / (max_salary * 0.98)) - 1)*(max_salary / 10000)) + 1) * portfolio['dupes_calc']
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| 197 |
portfolio['dupes_calc'] = portfolio['dupes_calc'] * ((portfolio['CPT_Own_percent_rank'] + .50) / (portfolio['Own'] / 100))
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| 198 |
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| 199 |
# Round and handle negative values
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