buildNames

Generates names based on a given training data or using the default data

Generates synthetic data distributions to enable testing various modelling techniques in ways that real data does not allow. Noise can be added in a controlled manner such that the data seems real. This methodology is generic and therefore benefits both the academic and industrial research.

Sidharth Macherla

conjurer

A Parametric Method for Generating Synthetic Data

buildNames function

<dl><dt>dframe</dt>
<dd>A dataframe. This argument is passed on to another function <code>genMatrix</code> for generating an alphabet frequency table. This dataframe is single column dataframe with rows that contain names. These names must only contain english alphabets(upper or lower case) from A to Z.</dd>
<dt>numOfNames</dt>
<dd>A numeric. This specifies the number of names to be generated. It should be non-zero natural number.</dd>
<dt>minLength</dt>
<dd>A numeric. This specifies the minimum number of alphabets in the name. It must be a non-zero natural number.</dd>
<dt>maxLength</dt>
<dd>A numeric. This specifies the maximum number of alphabets in the name. It must be a non-zero natural number.</dd></dl>

Arguments

Generate Names — buildNames

<dl>

<dt>dframe</dt>
<dd>A dataframe. This argument is passed on to another function <code>genMatrix</code> for generating an alphabet frequency table. This dataframe is single column dataframe with rows that contain names. These names must only contain english alphabets(upper or lower case) from A to Z.</dd>


<dt>numOfNames</dt>
<dd>A numeric. This specifies the number of names to be generated. It should be non-zero natural number.</dd>


<dt>minLength</dt>
<dd>A numeric. This specifies the minimum number of alphabets in the name. It must be a non-zero natural number.</dd>


<dt>maxLength</dt>
<dd>A numeric. This specifies the maximum number of alphabets in the name. It must be a non-zero natural number.</dd>

</dl>

buildNames: Generate Names

Description

Usage

Value

Arguments

Details

Examples