Skip to main content

Table 2 Attributes of Dataset-2

From: Enhanced credit card fraud detection based on attention mechanism and LSTM deep model

Name

Description

Step

The day the transaction took place from 1 to 180

Customer ID

A number identifying the customer account involved in the transaction

Age category

A categorical value putting the customer into one of 8 different age groups

Gender

A categorical variable indicating the gender of the customer

Zip Code of account

The zip code associated with the customer

Merchant ID

A number identifying the merchant involved in the transaction

Zip Code of Merchant

The zip code of the merchant

Category purchase

A categorical variable indicating what type of good or service was purchased

Amount of purchase

The total amount that the transaction cost

Fraud status

A binary variable indicating if the transaction was fraudulent of not