数据集:
mstz/bank
来自 UCI ML repository 的 Bank dataset 。潜在客户在第二次广告活动期间被银行联系。该数据集记录了客户、与广告活动的互动以及他们是否订阅了提出的银行计划。
Configuration | Task | Description |
---|---|---|
encoding | Encoding dictionary showing original values of encoded features. | |
subscription | Binary classification | Has the customer subscribed to a bank plan? |
from datasets import load_dataset dataset = load_dataset("mstz/bank", "subscription")["train"]
Name | Type |
---|---|
age | int64 |
job | string |
marital_status | string |
education | int8 |
has_defaulted | int8 |
account_balance | int64 |
has_housing_loan | int8 |
has_personal_loan | int8 |
month_of_last_contact | string |
number_of_calls_in_ad_campaign | string |
days_since_last_contact_of_previous_campaign | int16 |
number_of_calls_before_this_campaign | int16 |
successfull_subscription | int8 |