| --- |
| configs: |
| - config_name: loan |
| data_files: |
| - path: loan/train.csv |
| split: train |
| default: true |
| language: en |
| license: cc |
| pretty_name: German |
| size_categories: 1M<n<10M |
| tags: |
| - tabular_classification |
| - binary_classification |
| - multiclass_classification |
| task_categories: |
| - tabular-classification |
| --- |
| # German |
| The [German dataset](https://archive.ics.uci.edu/ml/datasets/Statlog+%28German+Credit+Data%29) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets). |
| Dataset on loan grants to customers. |
|
|
|
|
| # Configurations and tasks |
| | **Configuration** | **Task** | Description | |
| |-------------------|---------------------------|-----------------------------------------------------------------| |
| | encoding | | Encoding dictionary showing original values of encoded features.| |
| | loan | Binary classification | Has the loan request been accepted? | |
|
|
| # Usage |
| ```python |
| from datasets import load_dataset |
| |
| dataset = load_dataset("mstz/german", "loan")["train"] |
| ``` |
|
|
| # Features |
| |**Feature** |**Type** | |
| |------------------------------------|-----------| |
| |`checking_account_status` | `int8` | |
| |`account_life_in_months` | `int8` | |
| |`credit_status` | `int8` | |
| |`loan_purpose` | `string` | |
| |`current_credit` | `int32` | |
| |`current_savings` | `int8` | |
| |`employed_since` | `int8` | |
| |`installment_rate_percentage` | `int8` | |
| |`sex` | `int8` | |
| |`marital_status` | `string` | |
| |`guarantors` | `int8` | |
| |`years_living_in_current_residence` | `int8` | |
| |`age` | `int8` | |
| |`installment_plans` | `string` | |
| |`housing_status` | `int8` | |
| |`nr_credit_accounts_in_bank` | `int8` | |
| |`job_status` | `int8` | |
| |`number_of_people_in_support` | `int8` | |
| |`has_registered_phone_number` | `int8` | |
| |`is_foreign` | `int8` | |
