Datasets:

mstz
/

german

feature stringclasses 12 values	original_value stringlengths 3 4	encoded_value int8 0 4
is_foreign	A201	0
is_foreign	A202	1
has_registered_phone_number	A191	0
has_registered_phone_number	A192	1
job_status	A171	0
job_status	A172	1
job_status	A173	2
job_status	A174	3
housing_status	A153	0
housing_status	A151	1
housing_status	A152	2
installment_plans	A141	0
installment_plans	A142	1
installment_plans	A143	2
guarantors	A101	0
guarantors	A102	1
guarantors	A103	2
marital_status	A91	0
marital_status	A92	0
marital_status	A93	1
marital_status	A94	2
marital_status	A95	1
sex	A91	0
sex	A93	0
sex	A94	0
sex	A92	1
sex	A95	1
employed_since	A71	0
employed_since	A72	1
employed_since	A73	2
employed_since	A74	3
employed_since	A75	4
current_savings	A65	0
current_savings	A61	1
current_savings	A62	2
current_savings	A63	3
current_savings	A64	4
credit_status	A30	0
credit_status	A31	1
credit_status	A32	2
credit_status	A33	3
credit_status	A34	4
checking_account_status	A14	0
checking_account_status	A11	1
checking_account_status	A12	2
checking_account_status	A13	3

YAML Metadata Error: "configs[0]" must be of type object

YAML Metadata Error: "configs[1]" must be of type object

German

The German dataset from the UCI ML repository. Dataset on loan grants to customers.

Configuration	Task	Description
encoding		Encoding dictionary showing original values of encoded features.
loan	Binary classification	Has the loan request been accepted?

from datasets import load_dataset

dataset = load_dataset("mstz/german", "loan")["train"]

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`