adult

For examples and tutorials, and in order to build <code>messy_adult</code>, UCI adult data set is used. 
Data Set Information: 
 
Extraction was done by Barry Becker from the 1994 Census database. A set of reasonably clean records was
extracted using the following conditions: ((AAGE&gt;16) &amp;&amp; (AGI&gt;100) &amp;&amp; (AFNLWGT&gt;1)&amp;&amp; (HRSWK&gt;0)) 
 
Prediction task is to determine whether a person makes over 50K a year.

data

Do most of the painful data preparation for a data science project with a minimum amount of code; Take advantages of 'data.table' efficiency and use some algorithmic trick in order to perform data preparation in a time and RAM efficient way.

Emmanuel-Lin Toulemonde

dataPreparation

Automated Data Preparation

adult function

A data.frame with 32561 rows and 15 variables.

Format

For examples and tutorials, and in order to build <code>messy_adult</code>, UCI adult data set is used. 
Data Set Information: 
 
Extraction was done by Barry Becker from the 1994 Census database. A set of reasonably clean records was
extracted using the following conditions: ((AAGE&gt;16) &amp;&amp; (AGI&gt;100) &amp;&amp; (AFNLWGT&gt;1)&amp;&amp; (HRSWK&gt;0)) 
 
Prediction task is to determine whether a person makes over 50K a year.

adult: Adult for UCI repository

Description

Usage

Arguments

Format

References