Datasets:
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---
language:
- en
tags:
- breast
- tabular_classification
- binary_classification
pretty_name: German
size_categories:
- 100<n<1K
task_categories: # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
- tabular-classification
configs:
- encoding
- loan
---
# Germanc
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
The dataset has four configurations:
- `encoding`, which holds the encoding dictionaries mapping binary and ordinal features to their value;
- `loan`, for binary classification of the loan acceptance;
# 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` |
|