audit: Audit: artificially constructed dataset

Description Format References Examples


This is an artificial dataset consisting of fictional clients who have been audited, perhaps for tax refund compliance. For each case an outcome is recorded (whether the taxpayer's claims had to be adjusted or not) and any amount of adjustment that resulted is also recorded.


A data frame containing:

Age Numeric
Employment Categorical string with 7 levels
Education Categorical string with 16 levels
Marital Categorical string with 6 levels
Occupation Categorical string with 14 levels
Income Numeric
Sex Categorical string with 2 levels
Deductions Numeric
Hours Numeric
Accounts Categorical string with 32 levels
Adjustment Numeric
Adjusted Numeric value 0 or 1



data(audit, package = "pmml")

Example output

Loading required package: XML

pmml documentation built on Jan. 16, 2021, 5:30 p.m.