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Configuration for time series survival model
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# CONFIG | |
TRAIN_END = 'd_1913' | |
DEPTS = ['HOBBIES_1', 'HOBBIES_2', 'FOODS_1','FOODS_2', 'FOODS_3'] | |
STORES = ['CA_1' ,'CA_2', 'CA_3', 'CA_4', 'TX_1', 'TX_2', 'TX_3', 'WI_1', | |
'WI_2', 'WI_3'] | |
THRESH = 10 # MAPE threshold | |
TEST_DAYS = 365 | |
FORECAST_DAYS = 365 | |
WIN_SIZE_WEEKS = 4 # For expanding MAPE | |
STUDY_START_WEEKS = WIN_SIZE_WEEKS | |
STUDY_END_WEEKS = 26 | |
SURVIVAL_PERCENTILE = 0.5 |
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