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| # Column names. | |
| CSV_HEADER = [ | |
| "age", | |
| "class_of_worker", | |
| "detailed_industry_recode", | |
| "detailed_occupation_recode", | |
| "education", | |
| "wage_per_hour", | |
| "enroll_in_edu_inst_last_wk", | |
| "marital_stat", | |
| "major_industry_code", | |
| "major_occupation_code", | |
| "race", | |
| "hispanic_origin", | |
| "sex", | |
| "member_of_a_labor_union", | |
| "reason_for_unemployment", | |
| "full_or_part_time_employment_stat", | |
| "capital_gains", | |
| "capital_losses", | |
| "dividends_from_stocks", | |
| "tax_filer_stat", | |
| "region_of_previous_residence", | |
| "state_of_previous_residence", | |
| "detailed_household_and_family_stat", | |
| "detailed_household_summary_in_household", | |
| "instance_weight", | |
| "migration_code-change_in_msa", | |
| "migration_code-change_in_reg", | |
| "migration_code-move_within_reg", | |
| "live_in_this_house_1_year_ago", | |
| "migration_prev_res_in_sunbelt", | |
| "num_persons_worked_for_employer", | |
| "family_members_under_18", | |
| "country_of_birth_father", | |
| "country_of_birth_mother", | |
| "country_of_birth_self", | |
| "citizenship", | |
| "own_business_or_self_employed", | |
| "fill_inc_questionnaire_for_veterans_admin", | |
| "veterans_benefits", | |
| "weeks_worked_in_year", | |
| "year", | |
| "income_level", | |
| ] | |
| # Target feature name. | |
| TARGET_FEATURE_NAME = "income_level" | |
| # Weight column name. | |
| WEIGHT_COLUMN_NAME = "instance_weight" | |
| # Numeric feature names. | |
| NUMERIC_FEATURE_NAMES = [ | |
| "age", | |
| "wage_per_hour", | |
| "capital_gains", | |
| "capital_losses", | |
| "dividends_from_stocks", | |
| "num_persons_worked_for_employer", | |
| "weeks_worked_in_year", | |
| ] | |
| ##Cols which will use "Number" component of gradio for taking user input | |
| NUMBER_INPUT_COLS = ['age', 'num_persons_worked_for_employer','weeks_worked_in_year'] | |