Datasetpublic

mstz/german

German The German dataset from the UCI ML repository. 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 from datasets import load_dataset dataset = load_dataset("mstz/german", "loan")["train"] Features Feature Type… See the full description on the dataset page: https://huggingface.co/datasets/mstz/german.

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German

The German dataset from the UCI ML repository. 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`