Datasets:
Dataset Viewer
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.
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 |
|---|---|
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 |
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