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--- |
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dataset_info: |
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features: |
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- name: credits_this_bank |
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dtype: int64 |
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- name: present_res_since |
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dtype: int64 |
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- name: duration_in_month |
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dtype: int64 |
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- name: people_under_maintenance |
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dtype: int64 |
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- name: installment_as_income_perc |
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dtype: int64 |
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- name: age |
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dtype: int64 |
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- name: credit_amount |
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dtype: int64 |
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- name: account_check_status_0 <= ... < 200 DM |
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dtype: float64 |
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- name: account_check_status_< 0 DM |
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dtype: float64 |
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- name: account_check_status_>= 200 DM / salary assignments for at least 1 year |
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dtype: float64 |
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- name: account_check_status_no checking account |
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dtype: float64 |
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- name: credit_history_all credits at this bank paid back duly |
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dtype: float64 |
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- name: credit_history_critical account/ other credits existing (not at this bank) |
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dtype: float64 |
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- name: credit_history_delay in paying off in the past |
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dtype: float64 |
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- name: credit_history_existing credits paid back duly till now |
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dtype: float64 |
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- name: credit_history_no credits taken/ all credits paid back duly |
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dtype: float64 |
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- name: purpose_(vacation - does not exist?) |
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dtype: float64 |
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- name: purpose_business |
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dtype: float64 |
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- name: purpose_car (new) |
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dtype: float64 |
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- name: purpose_car (used) |
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dtype: float64 |
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- name: purpose_domestic appliances |
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dtype: float64 |
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- name: purpose_education |
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dtype: float64 |
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- name: purpose_furniture/equipment |
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dtype: float64 |
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- name: purpose_radio/television |
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dtype: float64 |
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- name: purpose_repairs |
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dtype: float64 |
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- name: purpose_retraining |
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dtype: float64 |
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- name: 'savings_.. >= 1000 DM ' |
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dtype: float64 |
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- name: savings_... < 100 DM |
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dtype: float64 |
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- name: savings_100 <= ... < 500 DM |
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dtype: float64 |
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- name: 'savings_500 <= ... < 1000 DM ' |
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dtype: float64 |
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- name: savings_unknown/ no savings account |
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dtype: float64 |
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- name: present_emp_since_.. >= 7 years |
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dtype: float64 |
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- name: 'present_emp_since_... < 1 year ' |
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dtype: float64 |
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- name: present_emp_since_1 <= ... < 4 years |
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dtype: float64 |
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- name: present_emp_since_4 <= ... < 7 years |
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dtype: float64 |
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- name: present_emp_since_unemployed |
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dtype: float64 |
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- name: 'gender_female ' |
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dtype: float64 |
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- name: 'gender_male ' |
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dtype: float64 |
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- name: personal_status_ divorced/separated |
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dtype: float64 |
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- name: personal_status_ divorced/separated/married |
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dtype: float64 |
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- name: personal_status_ married/widowed |
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dtype: float64 |
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- name: personal_status_ single |
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dtype: float64 |
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- name: 'property_if not A121 : building society savings agreement/ life insurance' |
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dtype: float64 |
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- name: 'property_if not A121/A122 : car or other, not in attribute 6' |
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dtype: float64 |
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- name: property_real estate |
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dtype: float64 |
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- name: property_unknown / no property |
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dtype: float64 |
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- name: other_installment_plans_bank |
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dtype: float64 |
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- name: other_installment_plans_none |
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dtype: float64 |
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- name: other_installment_plans_stores |
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dtype: float64 |
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- name: housing_for free |
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dtype: float64 |
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- name: housing_own |
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dtype: float64 |
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- name: housing_rent |
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dtype: float64 |
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- name: job_management/ self-employed/ highly qualified employee/ officer |
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dtype: float64 |
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- name: job_skilled employee / official |
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dtype: float64 |
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- name: job_unemployed/ unskilled - non-resident |
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dtype: float64 |
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- name: job_unskilled - resident |
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dtype: float64 |
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- name: telephone_none |
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dtype: float64 |
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- name: 'telephone_yes, registered under the customers name ' |
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dtype: float64 |
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- name: other_debtors_co-applicant |
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dtype: float64 |
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- name: other_debtors_guarantor |
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dtype: float64 |
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- name: other_debtors_none |
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dtype: float64 |
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- name: foreign_worker_no |
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dtype: float64 |
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- name: foreign_worker_yes |
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dtype: float64 |
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- name: young |
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dtype: float64 |
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- name: adult |
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dtype: float64 |
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- name: senior |
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dtype: float64 |
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- name: default |
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dtype: int64 |
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splits: |
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- name: train |
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num_bytes: 428800 |
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num_examples: 800 |
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- name: test |
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num_bytes: 107200 |
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num_examples: 200 |
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download_size: 87613 |
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dataset_size: 536000 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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- split: test |
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path: data/test-* |
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--- |
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