disc.1r {dprep} | R Documentation

## Discretization using the Holte's 1R method

### Description

This function performs supervised discretization using the Holte's 1R method

### Usage

    disc.1r(data, convar, binsize = 6)

### Arguments

`data` | The name of the dataset to be discretized
`convar` | A vector containing the continuous features
`binsize` | The number of instances per bin

### Value

Returns a new data matrix with discretized values

### Author(s)

Shiyun Wen and Edgar Acuna

### References

Kantardzic M. (2003). Data Mining: Concepts, Models, methods, and Algorithms. John Wiley. New York.

### See Also

`disc.ew`,`disc.ef`, `chiMerge`, `disc.mentr`

### Examples

    #-----Discretization using the Holte's 1r method
    data(bupa)
    disc.1r(bupa,1:6)

[Package dprep version 1.0 Index]